diff --git a/app/template_generator.py b/app/template_generator.py
index 4fb9caa..7c585e6 100644
--- a/app/template_generator.py
+++ b/app/template_generator.py
@@ -170,7 +170,7 @@ def cmd_phase(phase_name):
         scheduler = Scheduler.from_state(data, state)
 
     if phase_name == "phase_1":
-        log_info("Phase 1/3: scheduling general courses (Tue/Thu preferred)...")
+        log_info("Phase 1/3: scheduling general courses (Mon/Wed preferred)...")
         new_sessions = scheduler.phase_1_general_courses()
     elif phase_name == "phase_2":
         log_info("Phase 2/3: scheduling labs (on top of phase_1's fixed placements)...")
diff --git a/controller/solver/phase1_general.py b/controller/solver/phase1_general.py
index e976775..54368dd 100644
--- a/controller/solver/phase1_general.py
+++ b/controller/solver/phase1_general.py
@@ -1,7 +1,7 @@
 """
 Phase 1: general courses (shared across every batch of a session).
 
-Simple strategy — small offering count, Tue/Thu preferred first. After
+Simple strategy — small offering count, Mon/Wed preferred first. After
 placing everything, self-repair: any batch left with two general-course
 sessions in the same slot has the losing session unmarked and re-placed
 (scanning every day) until this phase's own sessions are clash-free.
@@ -10,7 +10,7 @@ sessions in the same slot has the losing session unmarked and re-placed
 from . import grid
 
 
-def run(board, data, preferred_days=("Tuesday", "Thursday"), max_repair_attempts=20):
+def run(board, data, preferred_days=("Monday", "Wednesday"), max_repair_attempts=20):
     """Places every general-course offering's weekly lectures. Returns this phase's sessions."""
     general = [o for o in data["offerings"] if o["course"]["is_general"]]
     preferred_order = list(preferred_days) + [d for d in grid.DAYS if d not in preferred_days]
diff --git a/controller/solver/placement_board.py b/controller/solver/placement_board.py
index fb1b5f4..0b023eb 100644
--- a/controller/solver/placement_board.py
+++ b/controller/solver/placement_board.py
@@ -10,11 +10,21 @@ phases' placements as fixed/locked.
 from . import grid
 
 
+def _is_lab_room_type(room_type):
+    """
+    Real room data uses free-text room_type labels (e.g. "Computing
+    Laboratories", "electrical", "Classrooms", "Civil", "physics") rather
+    than a fixed classroom/lab enum. Any label mentioning "lab" is treated
+    as a lab room; everything else is a classroom.
+    """
+    return "lab" in (room_type or "").lower()
+
+
 class PlacementBoard:
     def __init__(self, data):
         self.data = data
-        self.classrooms = [r for r in data["rooms"] if r["room_type"] == "classroom"]
-        self.labs = [r for r in data["rooms"] if r["room_type"] == "lab"]
+        self.classrooms = [r for r in data["rooms"] if not _is_lab_room_type(r["room_type"])]
+        self.labs = [r for r in data["rooms"] if _is_lab_room_type(r["room_type"])]
 
         # busy[(day, slot_index)] -> set of keys already occupied
         self.room_busy = {}
diff --git a/controller/template_controller.py b/controller/template_controller.py
index 319bb78..e958c78 100644
--- a/controller/template_controller.py
+++ b/controller/template_controller.py
@@ -49,8 +49,25 @@ def _read_csv(relative_path):
         return list(csv.DictReader(f))
 
 
+def _to_int(value, default=0):
+    try:
+        return int(float(value))
+    except (TypeError, ValueError):
+        return default
+
+
 def load_data():
-    """Loads all dummy CSVs into plain dict/list structures."""
+    """
+    Loads the real UORM CSV data into plain dict/list structures.
+
+    courses/courses.csv is the full course catalog in the university's
+    wide export format (Department_Name, Program_Name, Course_Code,
+    T_Contact_Hours, P_Contact_Hours, ...). courses/course_offering.csv is
+    a curated subset of that catalog — only rows with an instructor
+    assigned there are schedulable. Course rows are looked up by
+    Course_Code (e.g. "BBA-300"), which is what course_offering.csv's
+    course_id column refers to.
+    """
     rooms = _read_csv(os.path.join("blocks", "rooms.csv"))
     blocks = _read_csv(os.path.join("blocks", "blocks.csv"))
     instructors = _read_csv(os.path.join("instructor", "instructors.csv"))
@@ -65,22 +82,51 @@ def load_data():
     instructor_names_by_code = {i["instructor_code"]: i["instructor_name"] for i in instructors}
     batches_by_code = {b["batch_code"]: b for b in batches}
 
-    # normalize courses: numeric fields + a lookup by id
+    # normalize courses: derive scheduler fields from the real catalog's
+    # contact-hour columns, and key by Course_Code (what offerings reference).
     courses_by_id = {}
     for c in courses:
-        c["credit_hours"] = int(c["credit_hours"])
-        c["lectures_per_week"] = int(c["lectures_per_week"])
-        c["labs_per_week"] = int(c["labs_per_week"])
-        c["is_general"] = c["is_general"].lower() == "yes"
-        c["lecture_duration_minutes"] = int(c.get("lecture_duration_minutes") or 90)
-        courses_by_id[c["course_id"]] = c
+        course_code = c["Course_Code"].strip()
+        t_contact_hours = _to_int(c.get("T_Contact_Hours"))
+        p_contact_hours = _to_int(c.get("P_Contact_Hours"))
+        courses_by_id[course_code] = {
+            "course_id": course_code,
+            "course_name": c["Course_Title"].strip(),
+            "department": c["Department_Name"],
+            "program": c["Program_Name"],
+            "credit_hours": _to_int(c.get("Total_Credit_Hours")),
+            # One 90-minute lecture slot per weekly theory contact hour;
+            # no reliable "general" flag exists in this data, so every
+            # course is treated as non-general (see solver/phase1_general.py).
+            "lectures_per_week": t_contact_hours,
+            # A course with any practical/lab contact hours gets exactly
+            # one 180-minute lab session/week (never more), per spec.
+            "labs_per_week": 1 if p_contact_hours > 0 else 0,
+            "is_general": False,
+            "lecture_duration_minutes": 90,
+            # No per-course room assignment in this data yet; leaving
+            # these unset makes room_candidates() fall back to the full
+            # room pool with no preference (handled by PlacementBoard).
+            "lecture_room_id": None,
+            "lab_room_id": None,
+        }
 
     # normalize offerings: expand "batch1|batch2" section batch groups into
-    # a list of batch codes, and attach the course record for convenience
+    # a list of batch codes (kept for forward compatibility even though
+    # this real data has one batch per offering), and attach the course
+    # record for convenience. Offerings whose course_id has no matching
+    # catalog row are skipped (curated subset referencing a typo/removed
+    # course) rather than crashing the whole load.
+    normalized_offerings = []
     for off in offerings:
+        course = courses_by_id.get(off["course_id"])
+        if course is None:
+            print(f"WARNING: course_offering.csv references unknown course_id '{off['course_id']}' — skipping")
+            continue
         off["batch_codes"] = off["batch_codes"].split("|")
-        off["course"] = courses_by_id[off["course_id"]]
+        off["course"] = course
         off["instructor_name"] = instructor_names_by_code.get(off["instructor_code"], off["instructor_code"])
+        normalized_offerings.append(off)
 
     return {
         "rooms": rooms,
@@ -90,7 +136,7 @@ def load_data():
         "instructor_names_by_code": instructor_names_by_code,
         "courses": courses,
         "courses_by_id": courses_by_id,
-        "offerings": offerings,
+        "offerings": normalized_offerings,
         "students": students,
         "batches": batches,
         "batches_by_code": batches_by_code,
diff --git a/data/courses/All departments Course sections and credits.csv b/data/courses/All departments Course sections and credits.csv
new file mode 100644
index 0000000..a8f1646
--- /dev/null
+++ b/data/courses/All departments Course sections and credits.csv	
@@ -0,0 +1,389 @@
+Department_Name,Program_Name,Course_ID,Course_Code,Course_Title,CourseType,T_Credit_Hours,P_Credit_Hours,Total_Credit_Hours,T_Contact_Hours,P_Contact_Hours,Total_Contact_Hours,Total_Sections_Allocated,Sections_Breakdown
+Department of Biological & Chemical Sciences,BS Biochemistry,15853,BCH-301,Introduction to Biochemistry,T,2,1,3,2,3,5,1,A (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,15117,BCH-400,Human Physiology,T ,3,0,3,5,0,5,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15115,BCH-401,Carbohydrates & Lipids,TS,2,1,3,2,3,5,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,14420,BT-351,Principles of Genetics,T ,3,0,3,3,0,3,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15854,CHEM-301,Inorganic Chemistry,T,2,1,3,2,3,5,1,A (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,14470,MIC-301,Introduction to Microbiology,TS,2,1,3,2,3,5,1,A (6)
+Department of Biological & Chemical Sciences,BS Biotechnology,14367,BT-300,Introduction to Biotechnology,T ,3,0,3,3,0,3,1,A (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15121,BT-400,Biochemistry-I,T,2,1,3,2,3,5,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15123,BT-401,Principle of Genetics,T ,3,0,3,3,0,3,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,14369,CHEM-302,Organic Chemistry,T ,3,0,3,3,0,3,1,A (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15138,CHEM-405,Physical Chemistry,T ,3,0,3,3,0,3,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15137,ZOO-353,Evolution,TS,2,1,3,2,3,5,1,A (33)
+Department of Biological & Chemical Sciences,BS Chemistry,15867,BCH-300,Principles of Biochemistry,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15866,CHEM-300,Fundamentals of Chemistry,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15141,CHEM-400,Fuel Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15142,CHEM-401,Principles of Analytical Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15143,CHEM-402,Principles of Polymer Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15144,CHEM-403,Introduction to Nano-Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (7)
+Department of Biological & Chemical Sciences,BS Chemistry,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (7)
+Department of Biological & Chemical Sciences,BS Chemistry,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (10)
+Department of Biological & Chemical Sciences,BS Environmental science,14391,ES-303,Introduction to Environmental Science,T ,3,0,3,3,0,3,1,A (18)
+Department of Biological & Chemical Sciences,BS Environmental science,15145,ES-400,Environmental Chemistry,T ,3,0,3,3,0,3,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15147,ES-401,Mineral Resources,T ,3,0,3,3,0,3,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15148,ES-402,Introduction to Earth Sciences,T ,2,0,2,2,0,2,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15150,ES-403,Applied Ecology,T ,3,0,3,3,0,3,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (18)
+Department of Biological & Chemical Sciences,BS Environmental science,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (18)
+Department of Biological & Chemical Sciences,BS Environmental science,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (18)
+Department of Biological & Chemical Sciences,BS Environmental science,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (18)
+Department of Biological & Chemical Sciences,BS Environmental science,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (2)
+Department of Biological & Chemical Sciences,BS Environmental science,14481,ZOO-300,Principles of Biology,T ,3,0,3,3,0,3,1,A (18)
+Department of Biological & Chemical Sciences,BS Zoology,15862,BT-350,Introduction to Microbiology,TS,2,1,3,2,3,5,1,A (21)
+Department of Biological & Chemical Sciences,BS Zoology,15649,BT-450,Molecular Biology,T ,3,0,3,3,0,3,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (21)
+Department of Biological & Chemical Sciences,BS Zoology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (21)
+Department of Biological & Chemical Sciences,BS Zoology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (21)
+Department of Biological & Chemical Sciences,BS Zoology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (21)
+Department of Biological & Chemical Sciences,BS Zoology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (7)
+Department of Biological & Chemical Sciences,BS Zoology,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (7)
+Department of Biological & Chemical Sciences,BS Zoology,15884,ZOO-301,Diversity of Invertebrates,TS,2,1,3,2,3,5,1,A (21)
+Department of Biological & Chemical Sciences,BS Zoology,15151,ZOO-401,Animal Ecology,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15152,ZOO-402,Animal Forms & Function-I,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15153,ZOO-403,Animal Behavior,T ,3,0,3,3,0,3,1,A (7)
+Department of Business & Management Sciences,Bachelor of Business Administration,14758,BBA-300,Principles of Management,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,Bachelor of Business Administration,14757,BBA-301,Fundamentals of Business Management,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,Bachelor of Business Administration,14912,BBA-400,Financial Accounting,T ,3,0,3,3,0,3,2,A (39); B (33)
+Department of Business & Management Sciences,Bachelor of Business Administration,14913,BBA-401,Business Communication,T ,3,0,3,3,0,3,2,A (39); B (33)
+Department of Business & Management Sciences,Bachelor of Business Administration,15059,ECO-316,Managerial Economics,T ,3,0,3,3,0,3,1,A (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,B (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,H (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,C (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,C (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,C (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15089,LAW-397,Business Law,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,BS Commerce,14756,BSC-300,Introduction to Commerce,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14890,BSC-301,Fundamentals of Accounting,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14892,BSC-351,Financial Accounting,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14893,BSC-401,Introduction to Business Finance,T ,3,0,3,3,0,3,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14894,BSC-402,Fundamentals of Cost Accounting,T ,3,0,3,3,0,3,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14895,BSC-403,E-Commerce,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (16)
+Department of Business & Management Sciences,BS Commerce,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (16)
+Department of Business & Management Sciences,BS Commerce,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (16)
+Department of Business & Management Sciences,BS Commerce,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (11)
+Department of Business & Management Sciences,BS Commerce,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (11)
+Department of Business & Management Sciences,BS Commerce,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14416,GEISL-301,Understanding of Holy Quran-I/  Fehm-e-Quran-I,P,1,0,1,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Hospitality Management,14755,BHM-300,Fundamentals of Hospitality Business,T,3,0,3,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14747,BHM-301,Principles of Food & Beverage,T ,3,0,3,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14933,BHM-302T,Hospitality Field Tour-I,P ,1,0,1,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14930,BHM-400, Rooms Division-II,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14931,BHM-401,Restaurant Management-I,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,15069,BHM-405L,Kitchen Management Lab-I,P ,2,0,2,6,0,6,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (13)
+Department of Business & Management Sciences,BS Hospitality Management,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (13)
+Department of Business & Management Sciences,BS Hospitality Management,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,C (9)
+Department of Business & Management Sciences,BS Hospitality Management,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (9)
+Department of Business & Management Sciences,BS Hospitality Management,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,C (9)
+Department of Business & Management Sciences,BS Hospitality Management,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14932,MGT-400,Accounting in Hospitality,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,15060,PPG-310,Public Policy and Governance,T ,3,0,3,3,0,3,1,A (13)
+Department of Civil Engineering,BSc civil Engineering Technology,15920,CET-301,Materials and Methods of Construction,T ,2,0,2,2,0,2,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15921,CET-301L,Materials and Methods of Construction Lab,P ,0,1,1,0,3,3,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15313,CET-302,Surveying,T ,1,0,1,1,0,1,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15306,CET-302L,Surveying,P ,2,0,2,6,0,6,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15193,CET-401,Evolution of Architecture and Engineering,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15314,CET-402,Environmental Technology,T ,1,0,1,1,0,1,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15315,CET-402L, Environmental Technology CHEM-354,P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15316,CET-403,Fluid Mechanics,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15317,CET-403L,Fluid Mechanics (lab),P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15318,CET-404, Mechanics of Solids,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15319,CET-404L, Mechanics of Solids (Lab),P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,D (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,F (40)
+Department of Civil Engineering,BSc civil Engineering Technology,14781,HUM-111,Islamic Studies,T,3,0,3,3,0,3,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15197,HUM-412,Professional Ethics,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15303,MATH-310,Applied Mathematics I,T ,3,0,3,3,0,3,1,B (62)
+Department of Civil Engineering,BSc civil Engineering Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,F (2)
+Department of Civil Engineering,BSc civil Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,C (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,C (62)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,C (38); D (35)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,E (38); F (35)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,F (44); G (42)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,F (44); G (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,A (44); H (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,F (44); G (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,B (44); G (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,D (44); H (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,E (44); F (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,E (44); H (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,G (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,C (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,B (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,2,VC (38); VD (35)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,C (79)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,1,C (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,J (87)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,D (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,B (44); H (43)
+Department of Computer Science and Information Technology,BS Computer Science,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,A (43); B (40)
+Department of Computer Science and Information Technology,BS Computer Science,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,A (43); B (40)
+Department of Computer Science and Information Technology,BS Computer Science,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,B (41); C (41)
+Department of Computer Science and Information Technology,BS Computer Science,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,B (46); C (41)
+Department of Computer Science and Information Technology,BS Computer Science,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,B (49); C (42)
+Department of Computer Science and Information Technology,BS Computer Science,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,B (49); C (42)
+Department of Computer Science and Information Technology,BS Computer Science,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,C (49); D (42)
+Department of Computer Science and Information Technology,BS Computer Science,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,B (49); F (42)
+Department of Computer Science and Information Technology,BS Computer Science,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,B (49); C (42)
+Department of Computer Science and Information Technology,BS Computer Science,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,C (49); D (42)
+Department of Computer Science and Information Technology,BS Computer Science,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,H (83)
+Department of Computer Science and Information Technology,BS Computer Science,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,D (83)
+Department of Computer Science and Information Technology,BS Computer Science,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,C (83)
+Department of Computer Science and Information Technology,BS Computer Science,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,2,A (43); BB (40)
+Department of Computer Science and Information Technology,BS Computer Science,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,B (91)
+Department of Computer Science and Information Technology,BS Computer Science,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,2,A (43); B (40)
+Department of Computer Science and Information Technology,BS Computer Science,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,G (91)
+Department of Computer Science and Information Technology,BS Computer Science,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,2,D (43); E (40)
+Department of Computer Science and Information Technology,BS Computer Science,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,C (49); D (42)
+Department of Computer Science and Information Technology,BS Information Technology,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,G (66); H (66)
+Department of Computer Science and Information Technology,BS Information Technology,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,GG (66); H (66)
+Department of Computer Science and Information Technology,BS Information Technology,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,A (38); H (52)
+Department of Computer Science and Information Technology,BS Information Technology,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,A (38); H (59)
+Department of Computer Science and Information Technology,BS Information Technology,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,F (40); G (60)
+Department of Computer Science and Information Technology,BS Information Technology,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,A (40); H (60)
+Department of Computer Science and Information Technology,BS Information Technology,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,E (40); F (60)
+Department of Computer Science and Information Technology,BS Information Technology,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,A (40); E (60)
+Department of Computer Science and Information Technology,BS Information Technology,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,A (40); G (60)
+Department of Computer Science and Information Technology,BS Information Technology,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,B (40); G (60)
+Department of Computer Science and Information Technology,BS Information Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,2,A (66); M (66)
+Department of Computer Science and Information Technology,BS Information Technology,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,B (133)
+Department of Computer Science and Information Technology,BS Information Technology,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,E (133)
+Department of Computer Science and Information Technology,BS Information Technology,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,2,MA (66); MB (66)
+Department of Computer Science and Information Technology,BS Information Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,E (133)
+Department of Computer Science and Information Technology,BS Information Technology,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,2,G (66); H (66)
+Department of Computer Science and Information Technology,BS Information Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,K (100)
+Department of Computer Science and Information Technology,BS Information Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,B (121)
+Department of Computer Science and Information Technology,BS Information Technology,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,E (40); F (60)
+Department of Computer Science and Information Technology,BS Software Engineering,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,E (34); F (34)
+Department of Computer Science and Information Technology,BS Software Engineering,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,G (34); SE (34)
+Department of Computer Science and Information Technology,BS Software Engineering,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,D (43); E (40)
+Department of Computer Science and Information Technology,BS Software Engineering,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,D (43); E (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,D (43); E (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,D (43); E (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,A (43); H (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,C (43); G (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,D (43); H (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,A (43); F (42)
+Department of Computer Science and Information Technology,BS Software Engineering,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,K (68)
+Department of Computer Science and Information Technology,BS Software Engineering,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,A (68)
+Department of Computer Science and Information Technology,BS Software Engineering,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,D (68)
+Department of Computer Science and Information Technology,BS Software Engineering,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,1,C (68)
+Department of Computer Science and Information Technology,BS Software Engineering,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,D (87)
+Department of Computer Science and Information Technology,BS Software Engineering,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,1,D (68)
+Department of Computer Science and Information Technology,BS Software Engineering,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,B (85)
+Department of Computer Science and Information Technology,BS Software Engineering,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,A (68)
+Department of Computer Science and Information Technology,BS Software Engineering,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,G (43); I (42)
+Department of Economics & Policy Analysis,BS Economics,14743,ECO-301,Principles of Microeconomics,T ,3,0,3,3,0,3,1,A (10)
+Department of Economics & Policy Analysis,BS Economics,14776,ECO-401,Intermediate Microeconomics,T ,3,0,3,3,0,3,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,14777,ECO-402,Statistics-I,T ,3,0,3,3,0,3,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,2,F (10); L (24)
+Department of Economics & Policy Analysis,BS Economics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,2,B (10); D (24)
+Department of Economics & Policy Analysis,BS Economics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,2,E (10); F (24)
+Department of Economics & Policy Analysis,BS Economics,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (10)
+Department of Economics & Policy Analysis,BS Economics,14846,GE-307,Social Sciences  ,T ,2,0,2,2,0,2,1,A (10)
+Department of Economics & Policy Analysis,BS Economics,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,H (13)
+Department of Economics & Policy Analysis,BS Economics,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (13)
+Department of Economics & Policy Analysis,BS Economics,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,C (13)
+Department of Economics & Policy Analysis,BS Economics,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,B (13)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14849,ECO-314,Microeconomics,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,H (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14850,PPG-401,Mathematics for Public Policy,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14851,PPG-402,Social Policy Analysis,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,B (4)
+Department of Education,B.Ed 1.5 Year,14484,EDU-301,Critical Thinking & Reflective Practices,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14483,EDU-302,Contemporary Literacie,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,15914,EDU-311,Teaching of Languages,T,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14412,EDU-353,Inclusive Education,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14954,EDU-354,School Management,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,15915,EDU-501,Artificial Intelligence in Education,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed. 4 Year,14484,EDU-301,Critical Thinking & Reflective Practices,T ,3,0,3,3,0,3,1,A (7)
+Department of Education,B.Ed. 4 Year,14483,EDU-302,Contemporary Literacie,T ,3,0,3,3,0,3,1,A (7)
+Department of Education,B.Ed. 4 Year,15591,EDU-406,Foundations of Education,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15593,EDU-407,Education For Sustainable Development,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15594,EDU-408,Educational Psychology,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15596,EDU-411,Teaching of Urdu,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (7)
+Department of Education,B.Ed. 4 Year,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (7)
+Department of Education,B.Ed. 4 Year,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (7)
+Department of Education,B.Ed. 4 Year,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (7)
+Department of Education,B.Ed. 4 Year,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (5)
+Department of Education,B.Ed. 4 Year,15616,GE-408,Arts and Humanities Urdu ,T ,2,0,2,2,0,2,1,A (5)
+Department of Education,B.Ed. 4 Year,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (5)
+Department of Education,B.Ed. 4 Year,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,A (5)
+Department of English,BS English,14377,ENG-312,Introduction to Literary Studies,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,14376,ENG-313,Introduction to Linguistics,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,14962,ENG-401,Classical Drama,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14963,ENG-402,World Englishes,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14964,ENG-403,Introduction to Morphology,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,I (56)
+Department of English,BS English,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,F (56)
+Department of English,BS English,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,I (56)
+Department of English,BS English,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,15130,GE-353,Understanding of Holy Quran-I ,P,1,0,1,3,0,3,1,A (68)
+Department of English,BS English,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,B (68)
+Department of English,BS English,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (68)
+Department of English,BS English,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,B (68)
+Department of Physical & Numerical Sciences,BS Mathematics,15537,CMPI-320,Introduction to Programming,TS,2,1,3,2,3,5,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (15)
+Department of Physical & Numerical Sciences,BS Mathematics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15136,GE-306,General Physics,T ,3,0,3,5,0,5,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,C (10)
+Department of Physical & Numerical Sciences,BS Mathematics,14958,MATH-301,Calculus-I,T ,3,0,3,3,0,3,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15535,MATH-400,Calculus- III,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,14883,MATH-402,Elementary Differential Equations,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15536,STAT-400,Statistics & Probability ,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Physics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (11)
+Department of Physical & Numerical Sciences,BS Physics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (11)
+Department of Physical & Numerical Sciences,BS Physics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (11)
+Department of Physical & Numerical Sciences,BS Physics,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (7)
+Department of Physical & Numerical Sciences,BS Physics,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (7)
+Department of Physical & Numerical Sciences,BS Physics,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,C (7)
+Department of Physical & Numerical Sciences,BS Physics,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15479,PHYS-302,Introductory Mechanics,T ,3,0,3,5,0,5,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,14783,PHYS-304,Calculus-I,T ,3,0,3,3,0,3,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,15154,PHYS-400,Electricity & Magnetism ,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15155,PHYS-402,Heat & Thermodynamics,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15899,PHYS-404,Differential Equations ,T ,3,0,3,3,0,3,1,A (7)
+Department of Political Science & IR,BS International Relations,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (46)
+Department of Political Science & IR,BS International Relations,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (46)
+Department of Political Science & IR,BS International Relations,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,E (35)
+Department of Political Science & IR,BS International Relations,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (35)
+Department of Political Science & IR,BS International Relations,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,A (35)
+Department of Political Science & IR,BS International Relations,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,E (35)
+Department of Political Science & IR,BS International Relations,14463,IR-301,Introduction to International Relations,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15156,IR-401,Regional and International Organisations,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,15157,IR-402,International Relations Since 1945,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,14754,PS-302,Introduction to Political Science,T ,3,0,3,3,0,3,1,A (46)
+Department of Political Science & IR,BS Political Science,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (25)
+Department of Political Science & IR,BS Political Science,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (25)
+Department of Political Science & IR,BS Political Science,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (25)
+Department of Political Science & IR,BS Political Science,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (11)
+Department of Political Science & IR,BS Political Science,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (12)
+Department of Political Science & IR,BS Political Science,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (11)
+Department of Political Science & IR,BS Political Science,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,E (11)
+Department of Political Science & IR,BS Political Science,14463,IR-301,Introduction to International Relations,T ,3,0,3,3,0,3,1,A (25)
+Department of Political Science & IR,BS Political Science,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,B (11)
+Department of Political Science & IR,BS Political Science,14464,PS-301,Introduction to Political Science-I,T ,3,0,3,3,0,3,1,A (25)
+Department of Political Science & IR,BS Political Science,15231,PS-401,Political Systems (Developed),T ,3,0,3,3,0,3,1,A (11)
+Department of Political Science & IR,BS Political Science,15232,PS-402,Constitutional and Political Development in Pakistan ,T ,3,0,3,3,0,3,1,A (11)
+Department of Psychology,BS Psychology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (69)
+Department of Psychology,BS Psychology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (69)
+Department of Psychology,BS Psychology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (69)
+Department of Psychology,BS Psychology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,B (69)
+Department of Psychology,BS Psychology,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,C (55)
+Department of Psychology,BS Psychology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,I (55)
+Department of Psychology,BS Psychology,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,A (55)
+Department of Psychology,BS Psychology,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,A (69)
+Department of Psychology,BS Psychology,14746,PSY-301,Schools & Perspectives in Psychology,T ,3,0,3,3,0,3,1,A (69)
+Department of Psychology,BS Psychology,15456,PSY-400,Social Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15457,PSY-401,Cognitive Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15458,PSY-402,Industrial & Organizational Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15459,PSY-403,Ethics in Psychology,T ,3,0,3,3,0,3,1,A (55)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,L (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,2,C (81); D (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,F (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,2,D (33); E (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,D (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,A (81)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,2,D (33); E (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15894,MLT-308,Human Anatomy,T ,3,0,3,5,0,5,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15895,MLT-309,Human Physiology,T ,3,0,3,5,0,5,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15896,MLT-310,Introduction to Medical Biochemistry,T,1,1,2,1,3,4,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15282,MLT-400,General Pathology,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15288,MLT-402,General Pharmacology and Chemotherapy,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15289,MLT-404,Immunology,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15291,MLT-406,Haematology-I,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Microbiology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,J (21)
+Institute of Allied Health Sciences,BS Microbiology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,D (21)
+Institute of Allied Health Sciences,BS Microbiology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,B (21)
+Institute of Allied Health Sciences,BS Microbiology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (11)
+Institute of Allied Health Sciences,BS Microbiology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,D (11)
+Institute of Allied Health Sciences,BS Microbiology,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,D (11)
+Institute of Allied Health Sciences,BS Microbiology,14900,GE-452,Entrepreneurship,T ,2,0,2,2,0,2,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (11)
+Institute of Allied Health Sciences,BS Microbiology,15916,MIC-301,Introduction to Microbiology,TS,2,1,3,2,3,5,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15917,MIC-302,Cell Biology,TS,2,1,3,2,3,5,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15293,MIC-401,Virology,TS,2,1,3,2,3,5,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15294,MIC-402,Mycology,TS,2,1,3,2,3,5,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15295,MIC-403,Molecular Biology,TS,2,1,3,2,3,5,1,A (11)
+Law,LLB (Hons),15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,E (86)
+Law,LLB (Hons),15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,D (86)
+Law,LLB (Hons),15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,D (86)
+Law,LLB (Hons),15083,GEISL-302,Understanding of Quran-II/Fehm-e-Quran-II,P,1,0,1,3,0,3,1,A (86)
+Law,LLB (Hons),15461,LAW-401,Law of Contract,T ,3,0,3,3,0,3,2,A (42); B (44)
+Law,LLB (Hons),15462,LAW-402,Jurisprudence,T ,3,0,3,3,0,3,2,A (42); B (44)
+Law,LLB (Hons),15463,LAW-403,Principles of Constitutional Law,T ,3,0,3,3,0,3,2,A (42); B (44)
+Law,LLB (Hons),14750,PPG-301,Introduction to Public Policy,T ,3,0,3,3,0,3,2,A (42); B (44)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15196,CMF-302,Computer Fundamentals,T ,1,0,1,1,0,1,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15391,CMF-302L,Computer Fundamentals,P ,1,0,1,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15187,ET-300,Linear Circuits Analysis,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15390,ET-300L,Linear Circuits Analysis,P ,1,0,1,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15195,ET-301,Engineering Drawing,T ,1,0,1,1,0,1,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15389,ET-301L,Engineering Drawing,P ,2,0,2,6,0,6,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15919,ET-302,Physics,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,C (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15303,MATH-310,Applied Mathematics I,T ,3,0,3,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,F (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,A (38)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15445,CHEM-353,Applied Chemistry,T ,2,0,2,2,0,2,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15446,CHEM-353L,Applied Chemistry Lab,P ,1,0,1,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15126,CMF-330,Computer Fundamentals,T ,1,0,1,1,0,1,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15127,CMF-330L,Computer Fundamentals Lab,P ,1,0,1,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,L (23)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15125,MATH-311,Applied Mathematics-I,T ,3,0,3,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15128,MET-300,Workshop Technology,T ,1,0,1,1,0,1,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15129,MET-300L,Workshop Technology Lab,P ,2,0,2,6,0,6,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,B (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,B (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15924,Phys-310,Introductory Physics ,T,0,0,0,3,0,3,1,A (21)
diff --git a/data/dummy/batch_codes/25/batches.csv b/data/dummy/batch_codes/25/batches.csv
index 4696597..2206628 100644
--- a/data/dummy/batch_codes/25/batches.csv
+++ b/data/dummy/batch_codes/25/batches.csv
@@ -1,7 +1,10 @@
 batch_code,department,program,session
-25021519,CS,BSCS,25
-25021520,CS,BSSE,25
-25031519,EE,BSEE,25
-25031520,EE,BSCE,25
-25041519,BBA,BBA,25
-25041520,BBA,BSAF,25
+25011507,Department of English,BS ENG,25
+25011512,Department of Business & Management Sciences,MS,25
+25011508,Department of Physical & Numerical Sciences,MS,25
+25021508,Department of Physical & Numerical Sciences,MS,25
+25011505,Department of Economics & Policy Analysis,BS Public Policy and Governance,25
+25021505,Department of Economics & Policy Analysis,BS Public Policy and Governance,25
+25011502,Department of Business & Management Sciences,Bachelor of Business Administration,25
+25021502,Department of Business & Management Sciences,BS Commerce,25
+25031502,Department of Business & Management Sciences,BS Hospitality Management,25
diff --git a/data/dummy/batch_codes/26/batches.csv b/data/dummy/batch_codes/26/batches.csv
index 23ab5c4..60edb21 100644
--- a/data/dummy/batch_codes/26/batches.csv
+++ b/data/dummy/batch_codes/26/batches.csv
@@ -1,7 +1,10 @@
 batch_code,department,program,session
-26021519,CS,BSCS,26
-26021520,CS,BSSE,26
-26031519,EE,BSEE,26
-26031520,EE,BSCE,26
-26041519,BBA,BBA,26
-26041520,BBA,BSAF,26
+26011507,Department of English,BS ENG,26
+26011508,Department of Physical & Numerical Sciences,MS,26
+26021508,Department of Physical & Numerical Sciences,MS,26
+26011505,Department of Economics & Policy Analysis,BS Economics,26
+26011513,Department of Electrical Engineering,BSc Electrical Engineering Technology,26
+26011503,Department of Civil Engineering,BSc Civil Engineering Technology,26
+26011502,Department of Business & Management Sciences,Bachelor of Business Administration,26
+26031502,Department of Business & Management Sciences,BS Commerce,26
+26021502,Department of Business & Management Sciences,BS Hospitality Management,26
\ No newline at end of file
diff --git a/data/dummy/blocks/blocks.csv b/data/dummy/blocks/blocks.csv
index dbb0680..cc42f81 100644
--- a/data/dummy/blocks/blocks.csv
+++ b/data/dummy/blocks/blocks.csv
@@ -1,3 +1,2 @@
 block_id,block_name
 A,Block A
-B,Block B
diff --git a/data/dummy/blocks/rooms.csv b/data/dummy/blocks/rooms.csv
index 727c978..22ce0ef 100644
--- a/data/dummy/blocks/rooms.csv
+++ b/data/dummy/blocks/rooms.csv
@@ -1,12 +1,21 @@
 room_id,room_name,block_id,room_type,capacity
-A-101,Room 101,A,classroom,60
-A-102,Room 102,A,classroom,60
-A-103,Room 103,A,classroom,50
-A-201,Room 201,A,classroom,60
-A-202,Room 202,A,classroom,60
-A-L01,Computer Lab 1,A,lab,35
-A-L02,Computer Lab 2,A,lab,35
-A-L03,Computer Lab 3,A,lab,35
-B-101,Room 101 (B),B,classroom,50
-B-102,Room 102 (B),B,classroom,50
-B-L01,Electronics Lab,B,lab,30
+A-114,A-Block A-114,A,Computing Laboratories,100
+A-117,A-Block A-117,A,Computing Laboratories,100
+A-118,A-Block A-118,A,Civil,100
+A-002,A-Block A-002 (A-002),A,electrical,110
+A-003,A-Block A-003 (A-003),A,electrical,110
+A-004,A-Block A-004,A,Classrooms,100
+A-007,A-Block A-007 (A-007),A,electrical,110
+A-014,A-Block A-014 (Geotechnical Engineering Lab),Civil,Classrooms,100
+A-017,A-Block A-017 (A-017),A,Classrooms,100
+A-102,A-Block A-102,A,Civil,100
+A-103,A-Block A-103 (A-103),A,Classrooms,110
+A-104,A-Block A-104,A,Classrooms,100
+A-107,A-Block A-107 (Surveying Lab),Civil,Classrooms,100
+A-111,A-Block A-111 (A-111),A,Classrooms,100
+A-119,A-Block A-119 (A-119),A,Civil,100
+A-201,A-Block A-201 (A-201),A,Classrooms,110
+A-203,A-Block A-203 (A-203),A,Classrooms,110
+A-204,A-Block A-204 (A-204),A,Classrooms,110
+A-218,A-Block A-218 (A-218),A,Classrooms,110
+A-219,A-Block A-219 (A-219),A,physics,110
\ No newline at end of file
diff --git a/data/dummy/courses/All_departments_Course_sections_and_credits.csv b/data/dummy/courses/All_departments_Course_sections_and_credits.csv
new file mode 100644
index 0000000..be96020
--- /dev/null
+++ b/data/dummy/courses/All_departments_Course_sections_and_credits.csv
@@ -0,0 +1,236 @@
+Department_Name,Program_Name,Course_ID,Course_Code,Course_Title,CourseType,T_Credit_Hours,P_Credit_Hours,Total_Credit_Hours,T_Contact_Hours,P_Contact_Hours,Total_Contact_Hours,Total_Sections_Allocated,Sections_Breakdown
+Department of Business & Management Sciences,Bachelor of Business Administration,14758,BBA-300,Principles of Management,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,Bachelor of Business Administration,14757,BBA-301,Fundamentals of Business Management,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,Bachelor of Business Administration,14912,BBA-400,Financial Accounting,T ,3,0,3,3,0,3,2,A (39); B (33)
+Department of Business & Management Sciences,Bachelor of Business Administration,14913,BBA-401,Business Communication,T ,3,0,3,3,0,3,2,A (39); B (33)
+Department of Business & Management Sciences,Bachelor of Business Administration,15059,ECO-316,Managerial Economics,T ,3,0,3,3,0,3,1,A (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,B (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,H (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,C (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,C (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,C (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15089,LAW-397,Business Law,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,BS Commerce,14756,BSC-300,Introduction to Commerce,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14890,BSC-301,Fundamentals of Accounting,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14892,BSC-351,Financial Accounting,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14893,BSC-401,Introduction to Business Finance,T ,3,0,3,3,0,3,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14894,BSC-402,Fundamentals of Cost Accounting,T ,3,0,3,3,0,3,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14895,BSC-403,E-Commerce,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (16)
+Department of Business & Management Sciences,BS Commerce,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (16)
+Department of Business & Management Sciences,BS Commerce,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (16)
+Department of Business & Management Sciences,BS Commerce,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (11)
+Department of Business & Management Sciences,BS Commerce,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (11)
+Department of Business & Management Sciences,BS Commerce,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14416,GEISL-301,Understanding of Holy Quran-I/  Fehm-e-Quran-I,P,1,0,1,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Hospitality Management,14755,BHM-300,Fundamentals of Hospitality Business,T,3,0,3,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14747,BHM-301,Principles of Food & Beverage,T ,3,0,3,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14933,BHM-302T,Hospitality Field Tour-I,P ,1,0,1,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14930,BHM-400, Rooms Division-II,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14931,BHM-401,Restaurant Management-I,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,15069,BHM-405L,Kitchen Management Lab-I,P ,2,0,2,6,0,6,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (13)
+Department of Business & Management Sciences,BS Hospitality Management,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (13)
+Department of Business & Management Sciences,BS Hospitality Management,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,C (9)
+Department of Business & Management Sciences,BS Hospitality Management,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (9)
+Department of Business & Management Sciences,BS Hospitality Management,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,C (9)
+Department of Business & Management Sciences,BS Hospitality Management,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14932,MGT-400,Accounting in Hospitality,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,15060,PPG-310,Public Policy and Governance,T ,3,0,3,3,0,3,1,A (13)
+Department of Civil Engineering,BSc civil Engineering Technology,15920,CET-301,Materials and Methods of Construction,T ,2,0,2,2,0,2,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15921,CET-301L,Materials and Methods of Construction Lab,P ,0,1,1,0,3,3,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15313,CET-302,Surveying,T ,1,0,1,1,0,1,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15306,CET-302L,Surveying,P ,2,0,2,6,0,6,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15193,CET-401,Evolution of Architecture and Engineering,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15314,CET-402,Environmental Technology,T ,1,0,1,1,0,1,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15315,CET-402L, Environmental Technology CHEM-354,P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15316,CET-403,Fluid Mechanics,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15317,CET-403L,Fluid Mechanics (lab),P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15318,CET-404, Mechanics of Solids,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15319,CET-404L, Mechanics of Solids (Lab),P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,D (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,F (40)
+Department of Civil Engineering,BSc civil Engineering Technology,14781,HUM-111,Islamic Studies,T,3,0,3,3,0,3,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15197,HUM-412,Professional Ethics,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15303,MATH-310,Applied Mathematics I,T ,3,0,3,3,0,3,1,B (62)
+Department of Civil Engineering,BSc civil Engineering Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,F (2)
+Department of Civil Engineering,BSc civil Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,C (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,C (62)
+Department of Economics & Policy Analysis,BS Economics,14743,ECO-301,Principles of Microeconomics,T ,3,0,3,3,0,3,1,A (10)
+Department of Economics & Policy Analysis,BS Economics,14776,ECO-401,Intermediate Microeconomics,T ,3,0,3,3,0,3,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,14777,ECO-402,Statistics-I,T ,3,0,3,3,0,3,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,2,F (10); L (24)
+Department of Economics & Policy Analysis,BS Economics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,2,B (10); D (24)
+Department of Economics & Policy Analysis,BS Economics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,2,E (10); F (24)
+Department of Economics & Policy Analysis,BS Economics,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (10)
+Department of Economics & Policy Analysis,BS Economics,14846,GE-307,Social Sciences  ,T ,2,0,2,2,0,2,1,A (10)
+Department of Economics & Policy Analysis,BS Economics,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,H (13)
+Department of Economics & Policy Analysis,BS Economics,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (13)
+Department of Economics & Policy Analysis,BS Economics,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,C (13)
+Department of Economics & Policy Analysis,BS Economics,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,B (13)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14849,ECO-314,Microeconomics,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,H (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14850,PPG-401,Mathematics for Public Policy,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14851,PPG-402,Social Policy Analysis,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,B (4)
+Department of Education,B.Ed 1.5 Year,14484,EDU-301,Critical Thinking & Reflective Practices,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14483,EDU-302,Contemporary Literacie,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,15914,EDU-311,Teaching of Languages,T,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14412,EDU-353,Inclusive Education,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14954,EDU-354,School Management,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,15915,EDU-501,Artificial Intelligence in Education,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed. 4 Year,14484,EDU-301,Critical Thinking & Reflective Practices,T ,3,0,3,3,0,3,1,A (7)
+Department of Education,B.Ed. 4 Year,14483,EDU-302,Contemporary Literacie,T ,3,0,3,3,0,3,1,A (7)
+Department of Education,B.Ed. 4 Year,15591,EDU-406,Foundations of Education,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15593,EDU-407,Education For Sustainable Development,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15594,EDU-408,Educational Psychology,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15596,EDU-411,Teaching of Urdu,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (7)
+Department of Education,B.Ed. 4 Year,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (7)
+Department of Education,B.Ed. 4 Year,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (7)
+Department of Education,B.Ed. 4 Year,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (7)
+Department of Education,B.Ed. 4 Year,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (5)
+Department of Education,B.Ed. 4 Year,15616,GE-408,Arts and Humanities Urdu ,T ,2,0,2,2,0,2,1,A (5)
+Department of Education,B.Ed. 4 Year,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (5)
+Department of Education,B.Ed. 4 Year,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,A (5)
+Department of English,BS English,14377,ENG-312,Introduction to Literary Studies,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,14376,ENG-313,Introduction to Linguistics,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,14962,ENG-401,Classical Drama,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14963,ENG-402,World Englishes,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14964,ENG-403,Introduction to Morphology,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,I (56)
+Department of English,BS English,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,F (56)
+Department of English,BS English,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,I (56)
+Department of English,BS English,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,15130,GE-353,Understanding of Holy Quran-I ,P,1,0,1,3,0,3,1,A (68)
+Department of English,BS English,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,B (68)
+Department of English,BS English,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (68)
+Department of English,BS English,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,B (68)
+Department of Physical & Numerical Sciences,BS Mathematics,15537,CMPI-320,Introduction to Programming,TS,2,1,3,2,3,5,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (15)
+Department of Physical & Numerical Sciences,BS Mathematics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15136,GE-306,General Physics,T ,3,0,3,5,0,5,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,C (10)
+Department of Physical & Numerical Sciences,BS Mathematics,14958,MATH-301,Calculus-I,T ,3,0,3,3,0,3,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15535,MATH-400,Calculus- III,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,14883,MATH-402,Elementary Differential Equations,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15536,STAT-400,Statistics & Probability ,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Physics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (11)
+Department of Physical & Numerical Sciences,BS Physics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (11)
+Department of Physical & Numerical Sciences,BS Physics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (11)
+Department of Physical & Numerical Sciences,BS Physics,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (7)
+Department of Physical & Numerical Sciences,BS Physics,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (7)
+Department of Physical & Numerical Sciences,BS Physics,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,C (7)
+Department of Physical & Numerical Sciences,BS Physics,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15479,PHYS-302,Introductory Mechanics,T ,3,0,3,5,0,5,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,14783,PHYS-304,Calculus-I,T ,3,0,3,3,0,3,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,15154,PHYS-400,Electricity & Magnetism ,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15155,PHYS-402,Heat & Thermodynamics,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15899,PHYS-404,Differential Equations ,T ,3,0,3,3,0,3,1,A (7)
+Department of Political Science & IR,BS International Relations,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (46)
+Department of Political Science & IR,BS International Relations,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (46)
+Department of Political Science & IR,BS International Relations,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,E (35)
+Department of Political Science & IR,BS International Relations,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (35)
+Department of Political Science & IR,BS International Relations,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,A (35)
+Department of Political Science & IR,BS International Relations,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,E (35)
+Department of Political Science & IR,BS International Relations,14463,IR-301,Introduction to International Relations,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15156,IR-401,Regional and International Organisations,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,15157,IR-402,International Relations Since 1945,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,14754,PS-302,Introduction to Political Science,T ,3,0,3,3,0,3,1,A (46)
+Department of Political Science & IR,BS Political Science,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (25)
+Department of Political Science & IR,BS Political Science,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (25)
+Department of Political Science & IR,BS Political Science,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (25)
+Department of Political Science & IR,BS Political Science,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (11)
+Department of Political Science & IR,BS Political Science,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (12)
+Department of Political Science & IR,BS Political Science,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (11)
+Department of Political Science & IR,BS Political Science,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,E (11)
+Department of Political Science & IR,BS Political Science,14463,IR-301,Introduction to International Relations,T ,3,0,3,3,0,3,1,A (25)
+Department of Political Science & IR,BS Political Science,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,B (11)
+Department of Political Science & IR,BS Political Science,14464,PS-301,Introduction to Political Science-I,T ,3,0,3,3,0,3,1,A (25)
+Department of Political Science & IR,BS Political Science,15231,PS-401,Political Systems (Developed),T ,3,0,3,3,0,3,1,A (11)
+Department of Political Science & IR,BS Political Science,15232,PS-402,Constitutional and Political Development in Pakistan ,T ,3,0,3,3,0,3,1,A (11)
+Department of Psychology,BS Psychology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (69)
+Department of Psychology,BS Psychology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (69)
+Department of Psychology,BS Psychology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (69)
+Department of Psychology,BS Psychology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,B (69)
+Department of Psychology,BS Psychology,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,C (55)
+Department of Psychology,BS Psychology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,I (55)
+Department of Psychology,BS Psychology,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,A (55)
+Department of Psychology,BS Psychology,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,A (69)
+Department of Psychology,BS Psychology,14746,PSY-301,Schools & Perspectives in Psychology,T ,3,0,3,3,0,3,1,A (69)
+Department of Psychology,BS Psychology,15456,PSY-400,Social Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15457,PSY-401,Cognitive Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15458,PSY-402,Industrial & Organizational Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15459,PSY-403,Ethics in Psychology,T ,3,0,3,3,0,3,1,A (55)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,L (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,2,C (81); D (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,F (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,2,D (33); E (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,D (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,A (81)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,2,D (33); E (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15894,MLT-308,Human Anatomy,T ,3,0,3,5,0,5,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15895,MLT-309,Human Physiology,T ,3,0,3,5,0,5,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15896,MLT-310,Introduction to Medical Biochemistry,T,1,1,2,1,3,4,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15282,MLT-400,General Pathology,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15288,MLT-402,General Pharmacology and Chemotherapy,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15289,MLT-404,Immunology,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15291,MLT-406,Haematology-I,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Microbiology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,J (21)
+Institute of Allied Health Sciences,BS Microbiology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,D (21)
+Institute of Allied Health Sciences,BS Microbiology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,B (21)
+Institute of Allied Health Sciences,BS Microbiology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (11)
+Institute of Allied Health Sciences,BS Microbiology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,D (11)
+Institute of Allied Health Sciences,BS Microbiology,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,D (11)
+Institute of Allied Health Sciences,BS Microbiology,14900,GE-452,Entrepreneurship,T ,2,0,2,2,0,2,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (11)
+Institute of Allied Health Sciences,BS Microbiology,15916,MIC-301,Introduction to Microbiology,TS,2,1,3,2,3,5,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15917,MIC-302,Cell Biology,TS,2,1,3,2,3,5,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15293,MIC-401,Virology,TS,2,1,3,2,3,5,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15294,MIC-402,Mycology,TS,2,1,3,2,3,5,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15295,MIC-403,Molecular Biology,TS,2,1,3,2,3,5,1,A (11)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15196,CMF-302,Computer Fundamentals,T ,1,0,1,1,0,1,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15391,CMF-302L,Computer Fundamentals,P ,1,0,1,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15187,ET-300,Linear Circuits Analysis,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15390,ET-300L,Linear Circuits Analysis,P ,1,0,1,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15195,ET-301,Engineering Drawing,T ,1,0,1,1,0,1,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15389,ET-301L,Engineering Drawing,P ,2,0,2,6,0,6,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15919,ET-302,Physics,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,C (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15303,MATH-310,Applied Mathematics I,T ,3,0,3,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,F (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,A (38)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15445,CHEM-353,Applied Chemistry,T ,2,0,2,2,0,2,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15446,CHEM-353L,Applied Chemistry Lab,P ,1,0,1,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15126,CMF-330,Computer Fundamentals,T ,1,0,1,1,0,1,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15127,CMF-330L,Computer Fundamentals Lab,P ,1,0,1,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,L (23)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15125,MATH-311,Applied Mathematics-I,T ,3,0,3,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15128,MET-300,Workshop Technology,T ,1,0,1,1,0,1,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15129,MET-300L,Workshop Technology Lab,P ,2,0,2,6,0,6,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,B (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,B (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15924,Phys-310,Introductory Physics ,T,0,0,0,3,0,3,1,A (21)
diff --git a/data/dummy/courses/course_offering.csv b/data/dummy/courses/course_offering.csv
index d4369c8..d5174bc 100644
--- a/data/dummy/courses/course_offering.csv
+++ b/data/dummy/courses/course_offering.csv
@@ -1,47 +1,47 @@
 course_id,section_id,batch_codes,instructor_code
-CS101,A,25021519,1001
-CS201,A,25021519,1002
-CS301,A,25021519,1003
-CS302,A,25021519,1009
-CS101,B,25021520,1001
-CS201,B,25021520,1002
-CS301,B,25021520,1003
-CS302,B,25021520,1012
-EE101,A,25031519,1004
-EE201,A,25031519,1005
-EE301,A,25031519,1010
-EE101,B,25031520,1004
-EE201,B,25031520,1005
-EE301,B,25031520,1010
-BBA101,A,25041519,1007
-BBA201,A,25041519,1008
-BBA301,A,25041519,1011
-BBA101,B,25041520,1007
-BBA201,B,25041520,1008
-BBA301,B,25041520,1011
-CS101,C,26021519,1001
-CS201,C,26021519,1002
-CS301,C,26021519,1003
-CS302,C,26021519,1009
-CS101,D,26021520,1001
-CS201,D,26021520,1002
-CS301,D,26021520,1003
-CS302,D,26021520,1012
-EE101,C,26031519,1004
-EE201,C,26031519,1005
-EE301,C,26031519,1010
-EE101,D,26031520,1004
-EE201,D,26031520,1005
-EE301,D,26031520,1010
-BBA101,C,26041519,1007
-BBA201,C,26041519,1008
-BBA301,C,26041519,1011
-BBA101,D,26041520,1007
-BBA201,D,26041520,1008
-BBA301,D,26041520,1011
-GEN101,ALL,25021519|25021520|25031519|25031520|25041519|25041520,1002
-GEN102,ALL,25021519|25021520|25031519|25031520|25041519|25041520,1006
-GEN103,ALL,25021519|25021520|25031519|25031520|25041519|25041520,1006
-GEN101,ALL,26021519|26021520|26031519|26031520|26041519|26041520,1002
-GEN102,ALL,26021519|26021520|26031519|26031520|26041519|26041520,1006
-GEN103,ALL,26021519|26021520|26031519|26031520|26041519|26041520,1006
+BBA-300,A,26011502,159
+BBA-300,B,26011502,159
+BBA-301,A,26011502,35
+BBA-301,B,26011502,164
+BBA-400,A,25011502,38
+BBA-400,B,25011502,38
+BBA-401,A,25011502,37
+BBA-401,B,25011502,152
+BCH-300,A,26011501,157
+BCH-301,A,26031501,15
+BCH-400,A,25021501,191
+BCH-401,A,25021501,166
+BHM-300,A,26021502,35
+BHM-301,A,26021502,37
+BHM-302T,A,26021502,35
+BHM-400,A,25031502,87
+BHM-401,A,25031502,86
+BHM-405L,A,25031502,86
+BSC-300,A,26031502,164
+BSC-301,A,26031502,151
+BSC-351,A,25021502,38
+BSC-401,A,25021502,143
+BSC-402,A,25021502,38
+BSC-403,A,25021502,164
+BT-300,A,26051501,13
+BT-350,A,26041501,180
+BT-351,A,25021501,15
+BT-400,A,25011501,182
+BT-401,A,25011501,162
+BT-450,A,25041501,4
+CET-301,A,26011503,44
+CET-301L,A,26011503,44
+CET-302,A,26011503,177
+CET-302L,A,26011503,177
+CET-401,A,25011503,177
+CET-402,A,25011503,187
+CET-402L,A,25011503,187
+CET-403,A,25011503,200
+CET-403L,A,25011503,200
+CET-404,A,25011503,196
+CET-404L,A,25011503,196
+CHEM-300,A,26011501,39
+CHEM-301,A,26031501,160
+CHEM-302,A,26051501,182
+CHEM-353,A,26011514,202
+CHEM-353L,A,26011514,202
diff --git a/data/dummy/courses/courses.csv b/data/dummy/courses/courses.csv
index a4667ce..a8f1646 100644
--- a/data/dummy/courses/courses.csv
+++ b/data/dummy/courses/courses.csv
@@ -1,14 +1,389 @@
-course_id,course_name,credit_hours,lectures_per_week,labs_per_week,is_general,lecture_room_id,lab_room_id,lecture_duration_minutes
-CS101,Programming Fundamentals,4,2,1,no,A-101,A-L01,90
-CS201,Data Structures,4,2,1,no,A-102,A-L02,90
-CS301,Operating Systems,3,1,1,no,A-101,A-L03,120
-CS302,Database Systems,4,2,1,no,A-102,A-L01,90
-EE101,Basic Electronics,4,2,1,no,A-201,A-L02,90
-EE201,Digital Logic Design,4,2,1,no,B-101,B-L01,90
-EE301,Signals and Systems,3,1,0,no,B-102,,120
-BBA101,Principles of Management,3,2,0,no,B-101,,90
-BBA201,Financial Accounting,3,2,0,no,B-102,,90
-BBA301,Marketing Management,3,1,0,no,A-103,,120
-GEN101,Functional English,3,2,0,yes,A-103,,90
-GEN102,Islamic Studies,2,1,0,yes,A-103,,90
-GEN103,Pakistan Studies,2,1,0,yes,A-202,,120
+Department_Name,Program_Name,Course_ID,Course_Code,Course_Title,CourseType,T_Credit_Hours,P_Credit_Hours,Total_Credit_Hours,T_Contact_Hours,P_Contact_Hours,Total_Contact_Hours,Total_Sections_Allocated,Sections_Breakdown
+Department of Biological & Chemical Sciences,BS Biochemistry,15853,BCH-301,Introduction to Biochemistry,T,2,1,3,2,3,5,1,A (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,15117,BCH-400,Human Physiology,T ,3,0,3,5,0,5,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15115,BCH-401,Carbohydrates & Lipids,TS,2,1,3,2,3,5,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,14420,BT-351,Principles of Genetics,T ,3,0,3,3,0,3,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15854,CHEM-301,Inorganic Chemistry,T,2,1,3,2,3,5,1,A (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (8)
+Department of Biological & Chemical Sciences,BS Biochemistry,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (6)
+Department of Biological & Chemical Sciences,BS Biochemistry,14470,MIC-301,Introduction to Microbiology,TS,2,1,3,2,3,5,1,A (6)
+Department of Biological & Chemical Sciences,BS Biotechnology,14367,BT-300,Introduction to Biotechnology,T ,3,0,3,3,0,3,1,A (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15121,BT-400,Biochemistry-I,T,2,1,3,2,3,5,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15123,BT-401,Principle of Genetics,T ,3,0,3,3,0,3,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,14369,CHEM-302,Organic Chemistry,T ,3,0,3,3,0,3,1,A (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15138,CHEM-405,Physical Chemistry,T ,3,0,3,3,0,3,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (23)
+Department of Biological & Chemical Sciences,BS Biotechnology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (33)
+Department of Biological & Chemical Sciences,BS Biotechnology,15137,ZOO-353,Evolution,TS,2,1,3,2,3,5,1,A (33)
+Department of Biological & Chemical Sciences,BS Chemistry,15867,BCH-300,Principles of Biochemistry,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15866,CHEM-300,Fundamentals of Chemistry,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15141,CHEM-400,Fuel Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15142,CHEM-401,Principles of Analytical Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15143,CHEM-402,Principles of Polymer Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15144,CHEM-403,Introduction to Nano-Chemistry,TS,2,1,3,2,3,5,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (7)
+Department of Biological & Chemical Sciences,BS Chemistry,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (7)
+Department of Biological & Chemical Sciences,BS Chemistry,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (7)
+Department of Biological & Chemical Sciences,BS Chemistry,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (10)
+Department of Biological & Chemical Sciences,BS Chemistry,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (10)
+Department of Biological & Chemical Sciences,BS Environmental science,14391,ES-303,Introduction to Environmental Science,T ,3,0,3,3,0,3,1,A (18)
+Department of Biological & Chemical Sciences,BS Environmental science,15145,ES-400,Environmental Chemistry,T ,3,0,3,3,0,3,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15147,ES-401,Mineral Resources,T ,3,0,3,3,0,3,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15148,ES-402,Introduction to Earth Sciences,T ,2,0,2,2,0,2,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15150,ES-403,Applied Ecology,T ,3,0,3,3,0,3,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (18)
+Department of Biological & Chemical Sciences,BS Environmental science,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (18)
+Department of Biological & Chemical Sciences,BS Environmental science,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (18)
+Department of Biological & Chemical Sciences,BS Environmental science,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (18)
+Department of Biological & Chemical Sciences,BS Environmental science,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (2)
+Department of Biological & Chemical Sciences,BS Environmental science,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (2)
+Department of Biological & Chemical Sciences,BS Environmental science,14481,ZOO-300,Principles of Biology,T ,3,0,3,3,0,3,1,A (18)
+Department of Biological & Chemical Sciences,BS Zoology,15862,BT-350,Introduction to Microbiology,TS,2,1,3,2,3,5,1,A (21)
+Department of Biological & Chemical Sciences,BS Zoology,15649,BT-450,Molecular Biology,T ,3,0,3,3,0,3,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (21)
+Department of Biological & Chemical Sciences,BS Zoology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (21)
+Department of Biological & Chemical Sciences,BS Zoology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (21)
+Department of Biological & Chemical Sciences,BS Zoology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,A (21)
+Department of Biological & Chemical Sciences,BS Zoology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (7)
+Department of Biological & Chemical Sciences,BS Zoology,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,B (7)
+Department of Biological & Chemical Sciences,BS Zoology,15884,ZOO-301,Diversity of Invertebrates,TS,2,1,3,2,3,5,1,A (21)
+Department of Biological & Chemical Sciences,BS Zoology,15151,ZOO-401,Animal Ecology,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15152,ZOO-402,Animal Forms & Function-I,TS,2,1,3,2,3,5,1,A (7)
+Department of Biological & Chemical Sciences,BS Zoology,15153,ZOO-403,Animal Behavior,T ,3,0,3,3,0,3,1,A (7)
+Department of Business & Management Sciences,Bachelor of Business Administration,14758,BBA-300,Principles of Management,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,Bachelor of Business Administration,14757,BBA-301,Fundamentals of Business Management,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,Bachelor of Business Administration,14912,BBA-400,Financial Accounting,T ,3,0,3,3,0,3,2,A (39); B (33)
+Department of Business & Management Sciences,Bachelor of Business Administration,14913,BBA-401,Business Communication,T ,3,0,3,3,0,3,2,A (39); B (33)
+Department of Business & Management Sciences,Bachelor of Business Administration,15059,ECO-316,Managerial Economics,T ,3,0,3,3,0,3,1,A (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,B (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,H (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,C (92)
+Department of Business & Management Sciences,Bachelor of Business Administration,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,C (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,C (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (73)
+Department of Business & Management Sciences,Bachelor of Business Administration,15089,LAW-397,Business Law,T ,3,0,3,3,0,3,2,A (46); B (46)
+Department of Business & Management Sciences,BS Commerce,14756,BSC-300,Introduction to Commerce,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14890,BSC-301,Fundamentals of Accounting,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14892,BSC-351,Financial Accounting,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14893,BSC-401,Introduction to Business Finance,T ,3,0,3,3,0,3,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14894,BSC-402,Fundamentals of Cost Accounting,T ,3,0,3,3,0,3,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14895,BSC-403,E-Commerce,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (16)
+Department of Business & Management Sciences,BS Commerce,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (16)
+Department of Business & Management Sciences,BS Commerce,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (16)
+Department of Business & Management Sciences,BS Commerce,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (11)
+Department of Business & Management Sciences,BS Commerce,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (11)
+Department of Business & Management Sciences,BS Commerce,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (11)
+Department of Business & Management Sciences,BS Commerce,14416,GEISL-301,Understanding of Holy Quran-I/  Fehm-e-Quran-I,P,1,0,1,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Commerce,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,A (16)
+Department of Business & Management Sciences,BS Hospitality Management,14755,BHM-300,Fundamentals of Hospitality Business,T,3,0,3,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14747,BHM-301,Principles of Food & Beverage,T ,3,0,3,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14933,BHM-302T,Hospitality Field Tour-I,P ,1,0,1,3,0,3,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,14930,BHM-400, Rooms Division-II,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14931,BHM-401,Restaurant Management-I,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,15069,BHM-405L,Kitchen Management Lab-I,P ,2,0,2,6,0,6,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (13)
+Department of Business & Management Sciences,BS Hospitality Management,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (13)
+Department of Business & Management Sciences,BS Hospitality Management,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (13)
+Department of Business & Management Sciences,BS Hospitality Management,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,C (9)
+Department of Business & Management Sciences,BS Hospitality Management,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,F (9)
+Department of Business & Management Sciences,BS Hospitality Management,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,C (9)
+Department of Business & Management Sciences,BS Hospitality Management,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,14932,MGT-400,Accounting in Hospitality,T ,3,0,3,3,0,3,1,A (9)
+Department of Business & Management Sciences,BS Hospitality Management,15060,PPG-310,Public Policy and Governance,T ,3,0,3,3,0,3,1,A (13)
+Department of Civil Engineering,BSc civil Engineering Technology,15920,CET-301,Materials and Methods of Construction,T ,2,0,2,2,0,2,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15921,CET-301L,Materials and Methods of Construction Lab,P ,0,1,1,0,3,3,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15313,CET-302,Surveying,T ,1,0,1,1,0,1,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15306,CET-302L,Surveying,P ,2,0,2,6,0,6,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15193,CET-401,Evolution of Architecture and Engineering,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15314,CET-402,Environmental Technology,T ,1,0,1,1,0,1,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15315,CET-402L, Environmental Technology CHEM-354,P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15316,CET-403,Fluid Mechanics,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15317,CET-403L,Fluid Mechanics (lab),P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15318,CET-404, Mechanics of Solids,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15319,CET-404L, Mechanics of Solids (Lab),P ,1,0,1,3,0,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,D (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,F (40)
+Department of Civil Engineering,BSc civil Engineering Technology,14781,HUM-111,Islamic Studies,T,3,0,3,3,0,3,1,A (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15197,HUM-412,Professional Ethics,T ,2,0,2,2,0,2,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,A (40)
+Department of Civil Engineering,BSc civil Engineering Technology,15303,MATH-310,Applied Mathematics I,T ,3,0,3,3,0,3,1,B (62)
+Department of Civil Engineering,BSc civil Engineering Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,F (2)
+Department of Civil Engineering,BSc civil Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,C (62)
+Department of Civil Engineering,BSc civil Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,C (62)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,C (38); D (35)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,E (38); F (35)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,F (44); G (42)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,F (44); G (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,A (44); H (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,F (44); G (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,B (44); G (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,D (44); H (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,E (44); F (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,E (44); H (43)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,G (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,C (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,B (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,2,VC (38); VD (35)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,C (79)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,1,C (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,J (87)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,D (73)
+Department of Computer Science and Information Technology,BS Artificial Intelligence,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,B (44); H (43)
+Department of Computer Science and Information Technology,BS Computer Science,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,A (43); B (40)
+Department of Computer Science and Information Technology,BS Computer Science,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,A (43); B (40)
+Department of Computer Science and Information Technology,BS Computer Science,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,B (41); C (41)
+Department of Computer Science and Information Technology,BS Computer Science,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,B (46); C (41)
+Department of Computer Science and Information Technology,BS Computer Science,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,B (49); C (42)
+Department of Computer Science and Information Technology,BS Computer Science,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,B (49); C (42)
+Department of Computer Science and Information Technology,BS Computer Science,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,C (49); D (42)
+Department of Computer Science and Information Technology,BS Computer Science,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,B (49); F (42)
+Department of Computer Science and Information Technology,BS Computer Science,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,B (49); C (42)
+Department of Computer Science and Information Technology,BS Computer Science,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,C (49); D (42)
+Department of Computer Science and Information Technology,BS Computer Science,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,H (83)
+Department of Computer Science and Information Technology,BS Computer Science,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,D (83)
+Department of Computer Science and Information Technology,BS Computer Science,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,C (83)
+Department of Computer Science and Information Technology,BS Computer Science,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,2,A (43); BB (40)
+Department of Computer Science and Information Technology,BS Computer Science,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,B (91)
+Department of Computer Science and Information Technology,BS Computer Science,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,2,A (43); B (40)
+Department of Computer Science and Information Technology,BS Computer Science,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,G (91)
+Department of Computer Science and Information Technology,BS Computer Science,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,2,D (43); E (40)
+Department of Computer Science and Information Technology,BS Computer Science,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,C (49); D (42)
+Department of Computer Science and Information Technology,BS Information Technology,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,G (66); H (66)
+Department of Computer Science and Information Technology,BS Information Technology,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,GG (66); H (66)
+Department of Computer Science and Information Technology,BS Information Technology,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,A (38); H (52)
+Department of Computer Science and Information Technology,BS Information Technology,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,A (38); H (59)
+Department of Computer Science and Information Technology,BS Information Technology,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,F (40); G (60)
+Department of Computer Science and Information Technology,BS Information Technology,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,A (40); H (60)
+Department of Computer Science and Information Technology,BS Information Technology,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,E (40); F (60)
+Department of Computer Science and Information Technology,BS Information Technology,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,A (40); E (60)
+Department of Computer Science and Information Technology,BS Information Technology,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,A (40); G (60)
+Department of Computer Science and Information Technology,BS Information Technology,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,B (40); G (60)
+Department of Computer Science and Information Technology,BS Information Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,2,A (66); M (66)
+Department of Computer Science and Information Technology,BS Information Technology,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,B (133)
+Department of Computer Science and Information Technology,BS Information Technology,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,E (133)
+Department of Computer Science and Information Technology,BS Information Technology,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,2,MA (66); MB (66)
+Department of Computer Science and Information Technology,BS Information Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,E (133)
+Department of Computer Science and Information Technology,BS Information Technology,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,2,G (66); H (66)
+Department of Computer Science and Information Technology,BS Information Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,K (100)
+Department of Computer Science and Information Technology,BS Information Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,B (121)
+Department of Computer Science and Information Technology,BS Information Technology,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,E (40); F (60)
+Department of Computer Science and Information Technology,BS Software Engineering,14741,CMPC-301,Programming Fundamentals,T ,3,0,3,6,0,6,2,E (34); F (34)
+Department of Computer Science and Information Technology,BS Software Engineering,14953,CMPC-301L,Programming Fundamentals (Lab),P ,1,0,1,3,0,3,2,G (34); SE (34)
+Department of Computer Science and Information Technology,BS Software Engineering,15108,CMPC-401,Data Structures,T ,3,0,3,3,0,3,2,D (43); E (40)
+Department of Computer Science and Information Technology,BS Software Engineering,14957,CMPC-401L,Data Structures (Lab),P ,1,0,1,3,0,3,2,D (43); E (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15107,CMPC-402,Information Security,T ,2,0,2,2,0,2,2,D (43); E (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15904,CMPC-402L,Information Security (Lab),P ,0,1,1,0,3,3,2,D (43); E (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15103,CMPC-403,Artificial Intelligence,T ,2,0,2,2,0,2,2,A (43); H (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15903,CMPC-403L,Artificial Intelligence (Lab),P ,0,1,1,0,3,3,2,C (43); G (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15106,CMPC-404,Computer Networks ,T ,2,0,2,2,0,2,2,D (43); H (42)
+Department of Computer Science and Information Technology,BS Software Engineering,15110,CMPC-404L,Computer Networks Lab,P ,1,0,1,3,0,3,2,A (43); F (42)
+Department of Computer Science and Information Technology,BS Software Engineering,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,K (68)
+Department of Computer Science and Information Technology,BS Software Engineering,14374,GE-302,Application of Information and Communication Technologies (ICT),T ,2,0,2,2,0,2,1,A (68)
+Department of Computer Science and Information Technology,BS Software Engineering,14885,GE-302L,Application of Information and Communication Technologies (ICT) Lab,P ,1,0,1,3,0,3,1,D (68)
+Department of Computer Science and Information Technology,BS Software Engineering,14742,GE-305,QR-I (Discrete Structures),T ,3,0,3,3,0,3,1,C (68)
+Department of Computer Science and Information Technology,BS Software Engineering,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,D (87)
+Department of Computer Science and Information Technology,BS Software Engineering,15922,GE-357,Natural Sciences (Applied Physics),T,3,0,3,3,0,3,1,D (68)
+Department of Computer Science and Information Technology,BS Software Engineering,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,B (85)
+Department of Computer Science and Information Technology,BS Software Engineering,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,A (68)
+Department of Computer Science and Information Technology,BS Software Engineering,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,2,G (43); I (42)
+Department of Economics & Policy Analysis,BS Economics,14743,ECO-301,Principles of Microeconomics,T ,3,0,3,3,0,3,1,A (10)
+Department of Economics & Policy Analysis,BS Economics,14776,ECO-401,Intermediate Microeconomics,T ,3,0,3,3,0,3,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,14777,ECO-402,Statistics-I,T ,3,0,3,3,0,3,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,2,F (10); L (24)
+Department of Economics & Policy Analysis,BS Economics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,2,B (10); D (24)
+Department of Economics & Policy Analysis,BS Economics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,2,E (10); F (24)
+Department of Economics & Policy Analysis,BS Economics,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (10)
+Department of Economics & Policy Analysis,BS Economics,14846,GE-307,Social Sciences  ,T ,2,0,2,2,0,2,1,A (10)
+Department of Economics & Policy Analysis,BS Economics,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,H (13)
+Department of Economics & Policy Analysis,BS Economics,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (13)
+Department of Economics & Policy Analysis,BS Economics,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (13)
+Department of Economics & Policy Analysis,BS Economics,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,C (13)
+Department of Economics & Policy Analysis,BS Economics,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,B (13)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14849,ECO-314,Microeconomics,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,H (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14850,PPG-401,Mathematics for Public Policy,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14851,PPG-402,Social Policy Analysis,T ,3,0,3,3,0,3,1,A (4)
+Department of Economics & Policy Analysis,BS Public Policy and Governance,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,B (4)
+Department of Education,B.Ed 1.5 Year,14484,EDU-301,Critical Thinking & Reflective Practices,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14483,EDU-302,Contemporary Literacie,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,15914,EDU-311,Teaching of Languages,T,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14412,EDU-353,Inclusive Education,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,14954,EDU-354,School Management,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed 1.5 Year,15915,EDU-501,Artificial Intelligence in Education,T ,3,0,3,3,0,3,1,A (2)
+Department of Education,B.Ed. 4 Year,14484,EDU-301,Critical Thinking & Reflective Practices,T ,3,0,3,3,0,3,1,A (7)
+Department of Education,B.Ed. 4 Year,14483,EDU-302,Contemporary Literacie,T ,3,0,3,3,0,3,1,A (7)
+Department of Education,B.Ed. 4 Year,15591,EDU-406,Foundations of Education,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15593,EDU-407,Education For Sustainable Development,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15594,EDU-408,Educational Psychology,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,15596,EDU-411,Teaching of Urdu,T ,3,0,3,3,0,3,1,A (5)
+Department of Education,B.Ed. 4 Year,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (7)
+Department of Education,B.Ed. 4 Year,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (7)
+Department of Education,B.Ed. 4 Year,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (7)
+Department of Education,B.Ed. 4 Year,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (7)
+Department of Education,B.Ed. 4 Year,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (5)
+Department of Education,B.Ed. 4 Year,15616,GE-408,Arts and Humanities Urdu ,T ,2,0,2,2,0,2,1,A (5)
+Department of Education,B.Ed. 4 Year,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,A (5)
+Department of Education,B.Ed. 4 Year,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,A (5)
+Department of English,BS English,14377,ENG-312,Introduction to Literary Studies,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,14376,ENG-313,Introduction to Linguistics,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,14962,ENG-401,Classical Drama,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14963,ENG-402,World Englishes,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14964,ENG-403,Introduction to Morphology,T ,3,0,3,3,0,3,1,A (68)
+Department of English,BS English,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,I (56)
+Department of English,BS English,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,F (56)
+Department of English,BS English,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,I (56)
+Department of English,BS English,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,A (56)
+Department of English,BS English,15130,GE-353,Understanding of Holy Quran-I ,P,1,0,1,3,0,3,1,A (68)
+Department of English,BS English,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,B (68)
+Department of English,BS English,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (68)
+Department of English,BS English,15590,GE-451,Civics & Community Engagement ,T ,2,0,2,2,0,2,1,B (68)
+Department of Physical & Numerical Sciences,BS Mathematics,15537,CMPI-320,Introduction to Programming,TS,2,1,3,2,3,5,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (15)
+Department of Physical & Numerical Sciences,BS Mathematics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15136,GE-306,General Physics,T ,3,0,3,5,0,5,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,C (10)
+Department of Physical & Numerical Sciences,BS Mathematics,14958,MATH-301,Calculus-I,T ,3,0,3,3,0,3,1,A (15)
+Department of Physical & Numerical Sciences,BS Mathematics,15535,MATH-400,Calculus- III,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,14883,MATH-402,Elementary Differential Equations,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Mathematics,15536,STAT-400,Statistics & Probability ,T ,3,0,3,3,0,3,1,A (10)
+Department of Physical & Numerical Sciences,BS Physics,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,C (11)
+Department of Physical & Numerical Sciences,BS Physics,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,G (11)
+Department of Physical & Numerical Sciences,BS Physics,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,B (11)
+Department of Physical & Numerical Sciences,BS Physics,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,D (7)
+Department of Physical & Numerical Sciences,BS Physics,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (7)
+Department of Physical & Numerical Sciences,BS Physics,15168,GE-456,Chinese Language ,T ,2,0,2,2,0,2,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,1,C (7)
+Department of Physical & Numerical Sciences,BS Physics,15105,Math-401,Linear Algebra,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15479,PHYS-302,Introductory Mechanics,T ,3,0,3,5,0,5,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,14783,PHYS-304,Calculus-I,T ,3,0,3,3,0,3,1,A (11)
+Department of Physical & Numerical Sciences,BS Physics,15154,PHYS-400,Electricity & Magnetism ,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15155,PHYS-402,Heat & Thermodynamics,T ,3,0,3,3,0,3,1,A (7)
+Department of Physical & Numerical Sciences,BS Physics,15899,PHYS-404,Differential Equations ,T ,3,0,3,3,0,3,1,A (7)
+Department of Political Science & IR,BS International Relations,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (46)
+Department of Political Science & IR,BS International Relations,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (46)
+Department of Political Science & IR,BS International Relations,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,E (35)
+Department of Political Science & IR,BS International Relations,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (35)
+Department of Political Science & IR,BS International Relations,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,A (35)
+Department of Political Science & IR,BS International Relations,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,E (35)
+Department of Political Science & IR,BS International Relations,14463,IR-301,Introduction to International Relations,T ,3,0,3,3,0,3,1,B (46)
+Department of Political Science & IR,BS International Relations,15156,IR-401,Regional and International Organisations,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,15157,IR-402,International Relations Since 1945,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,A (35)
+Department of Political Science & IR,BS International Relations,14754,PS-302,Introduction to Political Science,T ,3,0,3,3,0,3,1,A (46)
+Department of Political Science & IR,BS Political Science,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,F (25)
+Department of Political Science & IR,BS Political Science,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,B (25)
+Department of Political Science & IR,BS Political Science,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,E (25)
+Department of Political Science & IR,BS Political Science,14762,GE-304,Environmental Sciences,T ,3,0,3,3,0,3,1,B (11)
+Department of Political Science & IR,BS Political Science,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,M (12)
+Department of Political Science & IR,BS Political Science,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,C (11)
+Department of Political Science & IR,BS Political Science,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,E (11)
+Department of Political Science & IR,BS Political Science,14463,IR-301,Introduction to International Relations,T ,3,0,3,3,0,3,1,A (25)
+Department of Political Science & IR,BS Political Science,15229,LAW-499,Introduction to Law ,T ,3,0,3,3,0,3,1,B (11)
+Department of Political Science & IR,BS Political Science,14464,PS-301,Introduction to Political Science-I,T ,3,0,3,3,0,3,1,A (25)
+Department of Political Science & IR,BS Political Science,15231,PS-401,Political Systems (Developed),T ,3,0,3,3,0,3,1,A (11)
+Department of Political Science & IR,BS Political Science,15232,PS-402,Constitutional and Political Development in Pakistan ,T ,3,0,3,3,0,3,1,A (11)
+Department of Psychology,BS Psychology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,E (69)
+Department of Psychology,BS Psychology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,E (69)
+Department of Psychology,BS Psychology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,A (69)
+Department of Psychology,BS Psychology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,B (69)
+Department of Psychology,BS Psychology,15120,GE-400,Ideology & Constitution of Pakistan,T ,2,0,2,2,0,2,1,C (55)
+Department of Psychology,BS Psychology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,I (55)
+Department of Psychology,BS Psychology,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,A (55)
+Department of Psychology,BS Psychology,14745,PSY-300,Introduction to Psychology,T ,3,0,3,3,0,3,1,A (69)
+Department of Psychology,BS Psychology,14746,PSY-301,Schools & Perspectives in Psychology,T ,3,0,3,3,0,3,1,A (69)
+Department of Psychology,BS Psychology,15456,PSY-400,Social Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15457,PSY-401,Cognitive Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15458,PSY-402,Industrial & Organizational Psychology,T ,3,0,3,3,0,3,1,A (55)
+Department of Psychology,BS Psychology,15459,PSY-403,Ethics in Psychology,T ,3,0,3,3,0,3,1,A (55)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,L (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,2,C (81); D (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,F (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,2,D (33); E (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,D (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,A (81)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15523,LSS-404,Life Saving Skills and Emergency Response,P,1,0,1,0,3,3,2,D (33); E (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15894,MLT-308,Human Anatomy,T ,3,0,3,5,0,5,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15895,MLT-309,Human Physiology,T ,3,0,3,5,0,5,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15896,MLT-310,Introduction to Medical Biochemistry,T,1,1,2,1,3,4,1,A (94)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15282,MLT-400,General Pathology,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15288,MLT-402,General Pharmacology and Chemotherapy,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15289,MLT-404,Immunology,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Medical Laboratory Technology,15291,MLT-406,Haematology-I,T ,3,0,3,5,0,5,2,A (33); B (48)
+Institute of Allied Health Sciences,BS Microbiology,14363,GE-300,Functional English,T ,3,0,3,3,0,3,1,J (21)
+Institute of Allied Health Sciences,BS Microbiology,14760,GE-301,Quantitative Reasoning-I,T ,3,0,3,3,0,3,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15902,GE-302,Applications of Information and Communication Technologies (ICT),TS,2,1,3,2,3,5,1,D (21)
+Institute of Allied Health Sciences,BS Microbiology,14761,GE-303,Biodiversity Conservation and Sustainability,T ,3,0,3,3,0,3,1,B (21)
+Institute of Allied Health Sciences,BS Microbiology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,B (11)
+Institute of Allied Health Sciences,BS Microbiology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,D (11)
+Institute of Allied Health Sciences,BS Microbiology,15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,D (11)
+Institute of Allied Health Sciences,BS Microbiology,14900,GE-452,Entrepreneurship,T ,2,0,2,2,0,2,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,B (11)
+Institute of Allied Health Sciences,BS Microbiology,15916,MIC-301,Introduction to Microbiology,TS,2,1,3,2,3,5,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15917,MIC-302,Cell Biology,TS,2,1,3,2,3,5,1,A (21)
+Institute of Allied Health Sciences,BS Microbiology,15293,MIC-401,Virology,TS,2,1,3,2,3,5,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15294,MIC-402,Mycology,TS,2,1,3,2,3,5,1,A (11)
+Institute of Allied Health Sciences,BS Microbiology,15295,MIC-403,Molecular Biology,TS,2,1,3,2,3,5,1,A (11)
+Law,LLB (Hons),15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,E (86)
+Law,LLB (Hons),15227,GE-403,Philosophy and Critical Thinking (Arts and Humanities),T ,2,0,2,2,0,2,1,D (86)
+Law,LLB (Hons),15166,GE-453,Understanding of the Holy Quran-II ,P,0,1,1,0,3,3,1,D (86)
+Law,LLB (Hons),15083,GEISL-302,Understanding of Quran-II/Fehm-e-Quran-II,P,1,0,1,3,0,3,1,A (86)
+Law,LLB (Hons),15461,LAW-401,Law of Contract,T ,3,0,3,3,0,3,2,A (42); B (44)
+Law,LLB (Hons),15462,LAW-402,Jurisprudence,T ,3,0,3,3,0,3,2,A (42); B (44)
+Law,LLB (Hons),15463,LAW-403,Principles of Constitutional Law,T ,3,0,3,3,0,3,2,A (42); B (44)
+Law,LLB (Hons),14750,PPG-301,Introduction to Public Policy,T ,3,0,3,3,0,3,2,A (42); B (44)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15196,CMF-302,Computer Fundamentals,T ,1,0,1,1,0,1,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15391,CMF-302L,Computer Fundamentals,P ,1,0,1,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15187,ET-300,Linear Circuits Analysis,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15390,ET-300L,Linear Circuits Analysis,P ,1,0,1,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15195,ET-301,Engineering Drawing,T ,1,0,1,1,0,1,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15389,ET-301L,Engineering Drawing,P ,2,0,2,6,0,6,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15919,ET-302,Physics,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15119,GE-355,Pakistan Studies,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,C (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15303,MATH-310,Applied Mathematics I,T ,3,0,3,3,0,3,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,14389,MATH-327,Pre-Calculus I,T,0,0,0,0,0,0,1,F (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,A (38)
+Department of Electrical Engineering,BSc Electrical Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,A (38)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15445,CHEM-353,Applied Chemistry,T ,2,0,2,2,0,2,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15446,CHEM-353L,Applied Chemistry Lab,P ,1,0,1,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15126,CMF-330,Computer Fundamentals,T ,1,0,1,1,0,1,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15127,CMF-330L,Computer Fundamentals Lab,P ,1,0,1,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15923,GE-353,Understanding of the Holy Quran-I ,P,0,1,1,0,3,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15905,GE-401,Islamic Studies,T,2,0,2,2,0,2,1,L (23)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15125,MATH-311,Applied Mathematics-I,T ,3,0,3,3,0,3,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15128,MET-300,Workshop Technology,T ,1,0,1,1,0,1,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15129,MET-300L,Workshop Technology Lab,P ,2,0,2,6,0,6,1,A (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15114,PHYS-305,Applied Physics,T ,2,0,2,2,0,2,1,B (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15124,PHYS-305L,Applied Physics Lab ,P ,1,0,1,3,0,3,1,B (21)
+Department of Mechanical Engineering,BSc Mechnical Engineering Technology,15924,Phys-310,Introductory Physics ,T,0,0,0,3,0,3,1,A (21)
diff --git a/data/dummy/fixed two sections.txt b/data/dummy/fixed two sections.txt
new file mode 100644
index 0000000..13adcdf
--- /dev/null
+++ b/data/dummy/fixed two sections.txt	
@@ -0,0 +1,2 @@
+26011502
+25011502
diff --git a/data/dummy/generate_student_roster.py b/data/dummy/generate_student_roster.py
new file mode 100644
index 0000000..378a163
--- /dev/null
+++ b/data/dummy/generate_student_roster.py
@@ -0,0 +1,57 @@
+"""
+Regenerates data/dummy/roll_no/students.csv to match the real batches in
+data/dummy/batch_codes/25|26/batches.csv.
+
+Rule: one student {batch_code}-001 per batch. Batches listed in
+data/dummy/fixed two sections.txt (batches with two registered sections)
+additionally get {batch_code}-002.
+
+Run:
+    python data/dummy/generate_student_roster.py
+"""
+
+import csv
+import os
+
+BASE_DIR = os.path.dirname(os.path.abspath(__file__))
+TWO_SECTION_BATCHES_FILE = os.path.join(BASE_DIR, "fixed two sections.txt")
+STUDENTS_FILE = os.path.join(BASE_DIR, "roll_no", "students.csv")
+
+
+def _read_csv(relative_path):
+    path = os.path.join(BASE_DIR, relative_path)
+    with open(path, newline="", encoding="utf-8") as f:
+        return list(csv.DictReader(f))
+
+
+def _read_two_section_batches():
+    with open(TWO_SECTION_BATCHES_FILE, encoding="utf-8") as f:
+        return {line.strip() for line in f if line.strip()}
+
+
+def main():
+    batches_25 = _read_csv(os.path.join("batch_codes", "25", "batches.csv"))
+    batches_26 = _read_csv(os.path.join("batch_codes", "26", "batches.csv"))
+    batches = batches_25 + batches_26
+
+    two_section_batches = _read_two_section_batches()
+
+    students = []
+    for batch in batches:
+        batch_code = batch["batch_code"]
+        seqs = [1, 2] if batch_code in two_section_batches else [1]
+        for seq in seqs:
+            roll_no = f"{batch_code}-{seq:03d}"
+            students.append([roll_no, batch_code, f"Student {roll_no}"])
+
+    os.makedirs(os.path.dirname(STUDENTS_FILE), exist_ok=True)
+    with open(STUDENTS_FILE, "w", newline="", encoding="utf-8") as f:
+        writer = csv.writer(f)
+        writer.writerow(["roll_no", "batch_code", "student_name"])
+        writer.writerows(students)
+
+    print(f"wrote {len(students)} rows -> {STUDENTS_FILE}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/data/dummy/instructor/instructors.csv b/data/dummy/instructor/instructors.csv
index 3832004..1472ce4 100644
--- a/data/dummy/instructor/instructors.csv
+++ b/data/dummy/instructor/instructors.csv
@@ -1,47 +1,47 @@
 instructor_code,instructor_name,course_id,section_id
-1001,Dr. Ahsan Raza,CS101,A
-1002,Ms. Sana Tariq,CS201,A
-1003,Mr. Bilal Khan,CS301,A
-1009,Ms. Ayesha Malik,CS302,A
-1001,Dr. Ahsan Raza,CS101,B
-1002,Ms. Sana Tariq,CS201,B
-1003,Mr. Bilal Khan,CS301,B
-1012,Ms. Rabia Nasir,CS302,B
-1004,Dr. Farah Iqbal,EE101,A
-1005,Mr. Usman Ali,EE201,A
-1010,Mr. Imran Qureshi,EE301,A
-1004,Dr. Farah Iqbal,EE101,B
-1005,Mr. Usman Ali,EE201,B
-1010,Mr. Imran Qureshi,EE301,B
-1007,Dr. Nadia Farooq,BBA101,A
-1008,Mr. Kamran Sheikh,BBA201,A
-1011,Dr. Saima Aziz,BBA301,A
-1007,Dr. Nadia Farooq,BBA101,B
-1008,Mr. Kamran Sheikh,BBA201,B
-1011,Dr. Saima Aziz,BBA301,B
-1001,Dr. Ahsan Raza,CS101,C
-1002,Ms. Sana Tariq,CS201,C
-1003,Mr. Bilal Khan,CS301,C
-1009,Ms. Ayesha Malik,CS302,C
-1001,Dr. Ahsan Raza,CS101,D
-1002,Ms. Sana Tariq,CS201,D
-1003,Mr. Bilal Khan,CS301,D
-1012,Ms. Rabia Nasir,CS302,D
-1004,Dr. Farah Iqbal,EE101,C
-1005,Mr. Usman Ali,EE201,C
-1010,Mr. Imran Qureshi,EE301,C
-1004,Dr. Farah Iqbal,EE101,D
-1005,Mr. Usman Ali,EE201,D
-1010,Mr. Imran Qureshi,EE301,D
-1007,Dr. Nadia Farooq,BBA101,C
-1008,Mr. Kamran Sheikh,BBA201,C
-1011,Dr. Saima Aziz,BBA301,C
-1007,Dr. Nadia Farooq,BBA101,D
-1008,Mr. Kamran Sheikh,BBA201,D
-1011,Dr. Saima Aziz,BBA301,D
-1002,Ms. Sana Tariq,GEN101,ALL
-1006,Ms. Hira Shah,GEN102,ALL
-1006,Ms. Hira Shah,GEN103,ALL
-1002,Ms. Sana Tariq,GEN101,ALL
-1006,Ms. Hira Shah,GEN102,ALL
-1006,Ms. Hira Shah,GEN103,ALL
+3,Dr. Saeed Ahmed,CHEM-403,A
+4,Tanzeela Riaz,BT-450,A
+4,Tanzeela Riaz,GE-303,A
+5,Dr. Haleema Bano,EDU-301,A
+5,Dr. Haleema Bano,EDU-311,A
+5,Dr. Haleema Bano,EDU-353,A
+5,Dr. Haleema Bano,EDU-411,A
+5,Dr. Haleema Bano,GE-408,A
+6,Dr. Jamshad Ahmad,MATH-400,A
+6,Dr. Jamshad Ahmad,MATH-402,A
+6,Dr. Jamshad Ahmad,PHYS-404,A
+9,Dr. Farooq Ahmad,ET-300,A
+9,Dr. Farooq Ahmad,ET-300L,A
+9,Dr. Farooq Ahmad,ET-302,A
+13,Dr. Ijaz Naeem,BT-300,A
+13,Dr. Ijaz Naeem,ZOO-300,A
+14,Dr. Majid Hussain,ZOO-301,A
+14,Dr. Majid Hussain,ZOO-403,A
+15,Dr. Aleena Ramzan,BCH-301,A
+15,Dr. Aleena Ramzan,BT-351,A
+16,Dr. Sami Ullah Khan,MIC-401,A
+16,Dr. Sami Ullah Khan,MLT-402,A
+17,Abdul Wahab,MIC-301,A
+17,Abdul Wahab,MLT-404,A
+18,Dr. Sonia Hanif,GE-305,C
+18,Dr. Sonia Hanif,GE-305,VC
+18,Dr. Sonia Hanif,GE-305,VD
+18,Dr. Sonia Hanif,Math-401,C
+18,Dr. Sonia Hanif,Math-401,F
+19,Dr. Mehran Kausar,MLT-308,A
+19,Dr. Mehran Kausar,MLT-400,A
+20,Dr. Farhana Sajjad Kiani,PSY-301,A
+20,Dr. Farhana Sajjad Kiani,PSY-403,A
+21,Dr. Niat Nigar,MATH-310,B
+21,Dr. Niat Nigar,Math-401,A
+21,Dr. Niat Nigar,Math-401,B
+21,Dr. Niat Nigar,Math-401,H
+22,Dr. Shazia Nawaz,CHEM-400,A
+23,Dr Mahwish Ilyas,CMPC-403,A
+24,Dr. Iqra Mushtaq,ECO-401,A
+24,Dr. Iqra Mushtaq,GE-307,A
+24,Dr. Iqra Mushtaq,PPG-402,A
+26,Dr. Bilal Ghazanfar,IR-301,B
+26,Dr. Bilal Ghazanfar,IR-402,A
+27,Ahmad Bilal,MATH-301,A
+27,Ahmad Bilal,Math-401,D
diff --git a/data/dummy/instructor/instructors.xlsx b/data/dummy/instructor/instructors.xlsx
new file mode 100644
index 0000000..46820aa
Binary files /dev/null and b/data/dummy/instructor/instructors.xlsx differ
diff --git a/data/dummy/roll_no/course_data.csv b/data/dummy/roll_no/course_data.csv
new file mode 100644
index 0000000..5552277
--- /dev/null
+++ b/data/dummy/roll_no/course_data.csv
@@ -0,0 +1,132 @@
+Department_Code	Department_Name	Program_Name	Batch_Code	Course_Code	Course_Title	Section_Count	Registered_Students	Sections_Breakdown
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	CET-301	Materials and Methods of Construction	1	62	A (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	CET-301L	Materials and Methods of Construction Lab	1	62	A (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	CET-302	Surveying	1	62	A (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	CET-302L	Surveying	1	62	A (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	GE-300	Functional English	1	62	D (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	HUM-111	Islamic Studies	1	62	A (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	MATH-310	Applied Mathematics I	1	62	B (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	MATH-327	Pre-Calculus I	1	2	F (2)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	PHYS-305	Applied Physics	1	62	C (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	26011503	PHYS-305L	Applied Physics Lab 	1	62	C (62)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-111	Materials and Methods of Construction	1	5	01 (5)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-401	Evolution of Architecture and Engineering	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-402	Environmental Technology	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-402L	 Environmental Technology CHEM-354	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-403	Fluid Mechanics	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-403L	Fluid Mechanics (lab)	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-404	 Mechanics of Solids	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	CET-404L	 Mechanics of Solids (Lab)	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	GE-355	Pakistan Studies	1	40	F (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	HUM-412	Professional Ethics	1	40	A (40)
+3	Department of Civil Engineering	BSc civil Engineering Technology	25011503	LSS-404	Life Saving Skills and Emergency Response	1	40	A (40)
+Department_Code	Department_Name	Program_Name	Batch_Code	Course_Code	Course_Title	Section_Count	Registered_Students	Sections_Breakdown
+5	Department of Economics & Policy Analysis	BS Economics	26011505	ECO-301	Principles of Microeconomics	2	34	01 (24); A (10)
+5	Department of Economics & Policy Analysis	BS Economics	26011505	GE-300	Functional English	2	34	F (10); L (24)
+5	Department of Economics & Policy Analysis	BS Economics	26011505	GE-301	Quantitative Reasoning-I	2	34	B (10); D (24)
+5	Department of Economics & Policy Analysis	BS Economics	26011505	GE-302	Applications of Information and Communication Technologies (ICT)	2	34	E (10); F (24)
+5	Department of Economics & Policy Analysis	BS Economics	26011505	GE-304	Environmental Sciences	2	34	01 (24); B (10)
+5	Department of Economics & Policy Analysis	BS Economics	26011505	GE-307	Social Sciences  	2	34	01 (24); A (10)
+5	Department of Economics & Policy Analysis	BS Economics	25011505	ECO-401	Intermediate Microeconomics	1	13	A (13)
+5	Department of Economics & Policy Analysis	BS Economics	25011505	ECO-402	Statistics-I	1	13	A (13)
+5	Department of Economics & Policy Analysis	BS Economics	25011505	GE-401	Islamic Studies	1	13	H (13)
+5	Department of Economics & Policy Analysis	BS Economics	25011505	GE-403	Philosophy and Critical Thinking (Arts and Humanities)	1	13	C (13)
+5	Department of Economics & Policy Analysis	BS Economics	25011505	GE-451	Civics & Community Engagement 	1	13	A (13)
+5	Department of Economics & Policy Analysis	BS Economics	25011505	LAW-499	Introduction to Law 	1	13	C (13)
+5	Department of Economics & Policy Analysis	BS Economics	25011505	PSY-300	Introduction to Psychology	1	13	B (13)
+5	Department of Economics & Policy Analysis	BS Public Policy and Governance	25021505	ECO-314	Microeconomics	1	4	A (4)
+5	Department of Economics & Policy Analysis	BS Public Policy and Governance	25021505	GE-401	Islamic Studies	1	4	H (4)
+5	Department of Economics & Policy Analysis	BS Public Policy and Governance	25021505	GE-403	Philosophy and Critical Thinking (Arts and Humanities)	1	4	C (4)
+5	Department of Economics & Policy Analysis	BS Public Policy and Governance	25021505	GE-451	Civics & Community Engagement 	1	4	A (4)
+5	Department of Economics & Policy Analysis	BS Public Policy and Governance	25021505	PPG-401	Mathematics for Public Policy	1	4	A (4)
+5	Department of Economics & Policy Analysis	BS Public Policy and Governance	25021505	PPG-402	Social Policy Analysis	1	4	A (4)
+5	Department of Economics & Policy Analysis	BS Public Policy and Governance	25021505	PSY-300	Introduction to Psychology	1	4	B (4)
+Department_Code	Department_Name	Program_Name	Batch_Code	Course_Code	Course_Title	Section_Count	Registered_Students	Sections_Breakdown
+2	Department of Business & Management Sciences	Bachelor of Business Administration	26011502	BBA-300	Principles of Management	3	100	01 (8); A (46); B (46)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	26011502	BBA-301	Fundamentals of Business Management	3	100	01 (8); A (46); B (46)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	26011502	GE-300	Functional English	2	100	01 (8); B (92)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	26011502	GE-301	Quantitative Reasoning-I	2	100	01 (8); H (92)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	26011502	GE-302	Applications of Information and Communication Technologies (ICT)	2	100	01 (8); C (92)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	26011502	GE-302L	Application of Information and Communication Technologies (ICT) Lab	1	99	01 (99)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	26011502	LAW-397	Business Law	3	100	01 (8); A (46); B (46)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	25011502	BBA-400	Financial Accounting	2	72	A (39); B (33)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	25011502	BBA-401	Business Communication	2	72	A (39); B (33)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	25011502	ECO-316	Managerial Economics	1	73	A (73)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	25011502	GE-355	Pakistan Studies	1	73	C (73)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	25011502	GE-401	Islamic Studies	1	73	F (73)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	25011502	GE-453	Understanding of the Holy Quran-II 	1	73	C (73)
+2	Department of Business & Management Sciences	Bachelor of Business Administration	25011502	GE-456	Chinese Language 	1	73	A (73)
+2	Department of Business & Management Sciences	BS Commerce	26031502	BSC-300	Introduction to Commerce	2	37	01 (21); A (16)
+2	Department of Business & Management Sciences	BS Commerce	26031502	BSC-301	Fundamentals of Accounting	2	37	01 (21); A (16)
+2	Department of Business & Management Sciences	BS Commerce	26031502	GE-300	Functional English	2	37	01 (21); E (16)
+2	Department of Business & Management Sciences	BS Commerce	26031502	GE-301	Quantitative Reasoning-I	2	37	01 (21); E (16)
+2	Department of Business & Management Sciences	BS Commerce	26031502	GE-302	Application of Information and Communication Technologies (ICT)	1	37	01 (37)
+2	Department of Business & Management Sciences	BS Commerce	26031502	GE-302	Applications of Information and Communication Technologies (ICT)	2	37	01 (21); A (16)
+2	Department of Business & Management Sciences	BS Commerce	26031502	GEISL-301	Understanding of Holy Quran-I/  Fehm-e-Quran-I	1	16	A (16)
+2	Department of Business & Management Sciences	BS Commerce	26031502	PSY-300	Introduction to Psychology	2	37	01 (21); A (16)
+2	Department of Business & Management Sciences	BS Commerce	25021502	BSC-351	Financial Accounting	1	11	A (11)
+2	Department of Business & Management Sciences	BS Commerce	25021502	BSC-401	Introduction to Business Finance	1	11	A (11)
+2	Department of Business & Management Sciences	BS Commerce	25021502	BSC-402	Fundamentals of Cost Accounting	1	11	A (11)
+2	Department of Business & Management Sciences	BS Commerce	25021502	BSC-403	E-Commerce	1	11	A (11)
+2	Department of Business & Management Sciences	BS Commerce	25021502	GE-400	Ideology & Constitution of Pakistan	1	11	D (11)
+2	Department of Business & Management Sciences	BS Commerce	25021502	GE-401	Islamic Studies	1	11	F (11)
+2	Department of Business & Management Sciences	BS Commerce	25021502	GE-456	Chinese Language 	1	11	A (11)
+2	Department of Business & Management Sciences	BS Hospitality Management	26021502	BHM-300	Fundamentals of Hospitality Business	2	24	01 (11); A (13)
+2	Department of Business & Management Sciences	BS Hospitality Management	26021502	BHM-301	Principles of Food & Beverage	2	24	01 (11); A (13)
+2	Department of Business & Management Sciences	BS Hospitality Management	26021502	BHM-302T	Hospitality Field Tour-I	2	24	01 (11); A (13)
+2	Department of Business & Management Sciences	BS Hospitality Management	26021502	GE-300	Functional English	2	24	01 (11); E (13)
+2	Department of Business & Management Sciences	BS Hospitality Management	26021502	GE-301	Quantitative Reasoning-I	2	24	01 (11); E (13)
+2	Department of Business & Management Sciences	BS Hospitality Management	26021502	GE-302	Applications of Information and Communication Technologies (ICT)	2	24	01 (11); A (13)
+2	Department of Business & Management Sciences	BS Hospitality Management	26021502	PPG-310	Public Policy and Governance	2	24	01 (11); A (13)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	BHM-400	 Rooms Division-II	1	9	A (9)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	BHM-401	Restaurant Management-I	1	9	A (9)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	BHM-405L	Kitchen Management Lab-I	1	9	A (9)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	GE-355	Pakistan Studies	1	9	C (9)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	GE-401	Islamic Studies	1	9	F (9)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	GE-453	Understanding of the Holy Quran-II 	1	9	C (9)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	GE-456	Chinese Language 	1	9	A (9)
+2	Department of Business & Management Sciences	BS Hospitality Management	25031502	MGT-400	Accounting in Hospitality	1	9	A (9)
+Department_Code	Department_Name	Program_Name	Batch_Code	Course_Code	Course_Title	Section_Count	Registered_Students	Sections_Breakdown
+8	Department of Physical & Numerical Sciences	BS Mathematics	26021508	CMPI-320	Introduction to Programming	1	15	A (15)
+8	Department of Physical & Numerical Sciences	BS Mathematics	26021508	GE-300	Functional English	1	15	C (15)
+8	Department of Physical & Numerical Sciences	BS Mathematics	26021508	GE-301	Quantitative Reasoning-I	1	15	G (15)
+8	Department of Physical & Numerical Sciences	BS Mathematics	26021508	GE-302	Applications of Information and Communication Technologies (ICT)	1	15	B (15)
+8	Department of Physical & Numerical Sciences	BS Mathematics	26021508	GE-306	General Physics	1	15	A (15)
+8	Department of Physical & Numerical Sciences	BS Mathematics	26021508	MATH-301	Calculus-I	1	15	A (15)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	GE-400	Ideology & Constitution of Pakistan	1	10	D (10)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	GE-453	Understanding of the Holy Quran-II 	1	10	B (10)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	GE-456	Chinese Language 	1	10	A (10)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	LSS-404	Life Saving Skills and Emergency Response	1	10	C (10)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	MATH-400	Calculus- III	1	10	A (10)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	Math-401	Linear Algebra	1	10	A (10)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	MATH-402	Elementary Differential Equations	1	10	A (10)
+8	Department of Physical & Numerical Sciences	BS Mathematics	25021508	STAT-400	Statistics & Probability 	1	10	A (10)
+8	Department of Physical & Numerical Sciences	BS Physics	26011508	GE-300	Functional English	1	11	C (11)
+8	Department of Physical & Numerical Sciences	BS Physics	26011508	GE-301	Quantitative Reasoning-I	1	11	G (11)
+8	Department of Physical & Numerical Sciences	BS Physics	26011508	GE-302	Applications of Information and Communication Technologies (ICT)	1	11	B (11)
+8	Department of Physical & Numerical Sciences	BS Physics	26011508	GE-304	Environmental Sciences	1	11	A (11)
+8	Department of Physical & Numerical Sciences	BS Physics	26011508	PHYS-302	Introductory Mechanics	1	11	A (11)
+8	Department of Physical & Numerical Sciences	BS Physics	26011508	PHYS-304	Calculus-I	1	11	A (11)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	GE-400	Ideology & Constitution of Pakistan	1	7	D (7)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	GE-453	Understanding of the Holy Quran-II 	1	7	B (7)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	GE-456	Chinese Language 	1	7	A (7)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	LSS-404	Life Saving Skills and Emergency Response	1	7	C (7)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	Math-401	Linear Algebra	1	7	A (7)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	PHYS-400	Electricity & Magnetism 	1	7	A (7)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	PHYS-402	Heat & Thermodynamics	1	7	A (7)
+8	Department of Physical & Numerical Sciences	BS Physics	25011508	PHYS-404	Differential Equations 	1	7	A (7)
+Department_Code	Department_Name	Program_Name	Batch_Code	Course_Code	Course_Title	Section_Count	Registered_Students	Sections_Breakdown
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	CMF-302	Computer Fundamentals	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	CMF-302L	Computer Fundamentals	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	ET-300	Linear Circuits Analysis	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	ET-300L	Linear Circuits Analysis	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	ET-301	Engineering Drawing	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	ET-301L	Engineering Drawing	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	ET-302	Physics	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	GE-353	Understanding of the Holy Quran-I 	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	GE-355	Pakistan Studies	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	GE-401	Islamic Studies	1	38	C (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	MATH-310	Applied Mathematics I	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	MATH-327	Pre-Calculus I	1	38	F (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	PHYS-305	Applied Physics	1	38	A (38)
+13	Department of Electrical Engineering	BSc Electrical Engineering Technology	26011513	PHYS-305L	Applied Physics Lab 	1	38	A (38)
diff --git a/data/dummy/roll_no/students.csv b/data/dummy/roll_no/students.csv
index a71e39c..8ab1cee 100644
--- a/data/dummy/roll_no/students.csv
+++ b/data/dummy/roll_no/students.csv
@@ -1,217 +1,21 @@
 roll_no,batch_code,student_name
-25021519-001,25021519,Student 25021519-001
-25021519-002,25021519,Student 25021519-002
-25021519-003,25021519,Student 25021519-003
-25021519-004,25021519,Student 25021519-004
-25021519-005,25021519,Student 25021519-005
-25021519-006,25021519,Student 25021519-006
-25021519-007,25021519,Student 25021519-007
-25021519-008,25021519,Student 25021519-008
-25021519-009,25021519,Student 25021519-009
-25021519-010,25021519,Student 25021519-010
-25021519-011,25021519,Student 25021519-011
-25021519-012,25021519,Student 25021519-012
-25021519-013,25021519,Student 25021519-013
-25021519-014,25021519,Student 25021519-014
-25021519-015,25021519,Student 25021519-015
-25021519-016,25021519,Student 25021519-016
-25021519-017,25021519,Student 25021519-017
-25021519-018,25021519,Student 25021519-018
-25021520-001,25021520,Student 25021520-001
-25021520-002,25021520,Student 25021520-002
-25021520-003,25021520,Student 25021520-003
-25021520-004,25021520,Student 25021520-004
-25021520-005,25021520,Student 25021520-005
-25021520-006,25021520,Student 25021520-006
-25021520-007,25021520,Student 25021520-007
-25021520-008,25021520,Student 25021520-008
-25021520-009,25021520,Student 25021520-009
-25021520-010,25021520,Student 25021520-010
-25021520-011,25021520,Student 25021520-011
-25021520-012,25021520,Student 25021520-012
-25021520-013,25021520,Student 25021520-013
-25021520-014,25021520,Student 25021520-014
-25021520-015,25021520,Student 25021520-015
-25021520-016,25021520,Student 25021520-016
-25021520-017,25021520,Student 25021520-017
-25021520-018,25021520,Student 25021520-018
-25031519-001,25031519,Student 25031519-001
-25031519-002,25031519,Student 25031519-002
-25031519-003,25031519,Student 25031519-003
-25031519-004,25031519,Student 25031519-004
-25031519-005,25031519,Student 25031519-005
-25031519-006,25031519,Student 25031519-006
-25031519-007,25031519,Student 25031519-007
-25031519-008,25031519,Student 25031519-008
-25031519-009,25031519,Student 25031519-009
-25031519-010,25031519,Student 25031519-010
-25031519-011,25031519,Student 25031519-011
-25031519-012,25031519,Student 25031519-012
-25031519-013,25031519,Student 25031519-013
-25031519-014,25031519,Student 25031519-014
-25031519-015,25031519,Student 25031519-015
-25031519-016,25031519,Student 25031519-016
-25031519-017,25031519,Student 25031519-017
-25031519-018,25031519,Student 25031519-018
-25031520-001,25031520,Student 25031520-001
-25031520-002,25031520,Student 25031520-002
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diff --git a/data/dummy/roll_no/studnet.xml b/data/dummy/roll_no/studnet.xml
new file mode 100644
index 0000000..dcf3b99
--- /dev/null
+++ b/data/dummy/roll_no/studnet.xml
@@ -0,0 +1,278 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<studentEnrollments campus="UORM" year="2026" term="Spring">
+  <student externalId="23011503-001" firstName="Muhammad" lastName="Abdullah" email="23011503-001@putrasul.edu.pk">
+    <class subject="CE" courseNbr="CT-4116" type="Lec" suffix="14541-23011503-A"/>
+  </student>
+  <student externalId="24011503-004" firstName="Muhammad" lastName="Raza" email="24011503-004@putrasul.edu.pk">
+    <class subject="CE" courseNbr="CET-311" type="Lec" suffix="15411-24011503-A"/>
+    <class subject="CE" courseNbr="CET-311L" type="Lab" suffix="15412-24011503-A"/>
+    <class subject="CE" courseNbr="CET-312" type="Lec" suffix="15413-24011503-A"/>
+    <class subject="CE" courseNbr="CET-312L" type="Lab" suffix="15414-24011503-A"/>
+    <class subject="CE" courseNbr="CET-313" type="Lec" suffix="14773-24011503-A"/>
+    <class subject="CE" courseNbr="CET-313L" type="Lab" suffix="15416-24011503-A"/>
+    <class subject="CE" courseNbr="CET-314" type="Lec" suffix="15418-24011503-A"/>
+    <class subject="CE" courseNbr="CET-314L" type="Lab" suffix="15419-24011503-A"/>
+    <class subject="CE" courseNbr="CET-315" type="Lec" suffix="15420-24011503-A"/>
+    <class subject="CE" courseNbr="CET-315L" type="Lab" suffix="15423-24011503-A"/>
+    <class subject="CE" courseNbr="CET-316" type="Lec" suffix="15428-24011503-A"/>
+    <class subject="CE" courseNbr="CET-317" type="Lec" suffix="15430-24011503-A"/>
+    <class subject="CE" courseNbr="CET-317" type="Lec" suffix="15430-24011503-Aa"/>
+    <class subject="CE" courseNbr="MATH-327" type="Lec" suffix="14389-24011503-C"/>
+  </student>
+  <student externalId="25011502-002" firstName="SAFWAN" lastName="SAFDAR" email="25011502-002@putrasul.edu.pk">
+    <class subject="MS" courseNbr="BBA-400" type="Lec" suffix="14912-25011502-A"/>
+    <class subject="MS" courseNbr="BBA-400" type="Lec" suffix="14912-25011502-Aa"/>
+    <class subject="MS" courseNbr="BBA-401" type="Lec" suffix="14913-25011502-A"/>
+    <class subject="MS" courseNbr="BBA-401" type="Lec" suffix="14913-25011502-Aa"/>
+    <class subject="MS" courseNbr="ECO-316" type="Lec" suffix="15059-25011502-A"/>
+    <class subject="MS" courseNbr="ECO-316" type="Lec" suffix="15059-25011502-Aa"/>
+    <class subject="MS" courseNbr="GE-355" type="Lec" suffix="15119-25011502-C"/>
+    <class subject="MS" courseNbr="GE-401" type="Lec" suffix="15905-25011502-F"/>
+    <class subject="MS" courseNbr="GE-453" type="Lab" suffix="15166-25011502-C"/>
+    <class subject="MS" courseNbr="GE-456" type="Lec" suffix="15168-25011502-A"/>
+  </student>
+  <student externalId="25011503-003" firstName="WAJEEH" lastName="REHMAN" email="25011503-003@putrasul.edu.pk">
+    <class subject="CE" courseNbr="CET-401" type="Lec" suffix="15193-25011503-A"/>
+    <class subject="CE" courseNbr="CET-402" type="Lec" suffix="15314-25011503-A"/>
+    <class subject="CE" courseNbr="CET-402L" type="Lab" suffix="15315-25011503-A"/>
+    <class subject="CE" courseNbr="CET-403" type="Lec" suffix="15316-25011503-A"/>
+    <class subject="CE" courseNbr="CET-403L" type="Lab" suffix="15317-25011503-A"/>
+    <class subject="CE" courseNbr="CET-404" type="Lec" suffix="15318-25011503-A"/>
+    <class subject="CE" courseNbr="CET-404L" type="Lab" suffix="15319-25011503-A"/>
+    <class subject="CE" courseNbr="GE-355" type="Lec" suffix="15119-25011503-F"/>
+    <class subject="CE" courseNbr="HUM-412" type="Lec" suffix="15197-25011503-A"/>
+    <class subject="CE" courseNbr="LSS-404" type="Lab" suffix="15523-25011503-A"/>
+  </student>
+  <student externalId="25011505-001" firstName="RABBIHA" lastName="BASHEER" email="25011505-001@putrasul.edu.pk">
+    <class subject="ECO" courseNbr="ECO-401" type="Lec" suffix="14776-25011505-A"/>
+    <class subject="ECO" courseNbr="ECO-401" type="Lec" suffix="14776-25011505-Aa"/>
+    <class subject="ECO" courseNbr="ECO-402" type="Lec" suffix="14777-25011505-A"/>
+    <class subject="ECO" courseNbr="ECO-402" type="Lec" suffix="14777-25011505-Aa"/>
+    <class subject="ECO" courseNbr="GE-401" type="Lec" suffix="15905-25011505-H"/>
+    <class subject="ECO" courseNbr="GE-403" type="Lec" suffix="15227-25011505-C"/>
+    <class subject="ECO" courseNbr="GE-451" type="Lec" suffix="15590-25011505-A"/>
+    <class subject="ECO" courseNbr="LAW-499" type="Lec" suffix="15229-25011505-C"/>
+    <class subject="ECO" courseNbr="LAW-499" type="Lec" suffix="15229-25011505-Ca"/>
+    <class subject="ECO" courseNbr="PSY-300" type="Lec" suffix="14745-25011505-B"/>
+    <class subject="ECO" courseNbr="PSY-300" type="Lec" suffix="14745-25011505-Ba"/>
+  </student>
+  <student externalId="25011507-002" firstName="MUZDALFA" lastName="SHAFIQUE" email="25011507-002@putrasul.edu.pk">
+    <class subject="ENG" courseNbr="ENG-401" type="Lec" suffix="14962-25011507-A"/>
+    <class subject="ENG" courseNbr="ENG-401" type="Lec" suffix="14962-25011507-Aa"/>
+    <class subject="ENG" courseNbr="ENG-402" type="Lec" suffix="14963-25011507-A"/>
+    <class subject="ENG" courseNbr="ENG-402" type="Lec" suffix="14963-25011507-Aa"/>
+    <class subject="ENG" courseNbr="ENG-403" type="Lec" suffix="14964-25011507-A"/>
+    <class subject="ENG" courseNbr="ENG-403" type="Lec" suffix="14964-25011507-Aa"/>
+    <class subject="ENG" courseNbr="GE-353" type="Lec" suffix="15130-25011507-A"/>
+    <class subject="ENG" courseNbr="GE-400" type="Lec" suffix="15120-25011507-B"/>
+    <class subject="ENG" courseNbr="GE-403" type="Lec" suffix="15227-25011507-C"/>
+    <class subject="ENG" courseNbr="GE-451" type="Lec" suffix="15590-25011507-B"/>
+  </student>
+  <student externalId="25011508-002" firstName="ZULAIKHA" lastName="YAR" email="25011508-002@putrasul.edu.pk">
+    <class subject="PNS" courseNbr="GE-400" type="Lec" suffix="15120-25011508-D"/>
+    <class subject="PNS" courseNbr="GE-453" type="Lab" suffix="15166-25011508-B"/>
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+    <class subject="PNS" courseNbr="Math-401" type="Lec" suffix="15105-25011508-A"/>
+    <class subject="PNS" courseNbr="Math-401" type="Lec" suffix="15105-25011508-Aa"/>
+    <class subject="PNS" courseNbr="PHYS-400" type="Lec" suffix="15154-25011508-A"/>
+    <class subject="PNS" courseNbr="PHYS-400" type="Lec" suffix="15154-25011508-Aa"/>
+    <class subject="PNS" courseNbr="PHYS-402" type="Lec" suffix="15155-25011508-A"/>
+    <class subject="PNS" courseNbr="PHYS-402" type="Lec" suffix="15155-25011508-Aa"/>
+    <class subject="PNS" courseNbr="PHYS-404" type="Lec" suffix="15899-25011508-A"/>
+    <class subject="PNS" courseNbr="PHYS-404" type="Lec" suffix="15899-25011508-Aa"/>
+  </student>
+  <student externalId="25021502-002" firstName="MUBEEN" lastName="SAJID" email="25021502-002@putrasul.edu.pk">
+    <class subject="MS" courseNbr="BSC-351" type="Lec" suffix="14892-25021502-A"/>
+    <class subject="MS" courseNbr="BSC-401" type="Lec" suffix="14893-25021502-A"/>
+    <class subject="MS" courseNbr="BSC-401" type="Lec" suffix="14893-25021502-Aa"/>
+    <class subject="MS" courseNbr="BSC-402" type="Lec" suffix="14894-25021502-A"/>
+    <class subject="MS" courseNbr="BSC-402" type="Lec" suffix="14894-25021502-Aa"/>
+    <class subject="MS" courseNbr="BSC-403" type="Lec" suffix="14895-25021502-A"/>
+    <class subject="MS" courseNbr="GE-400" type="Lec" suffix="15120-25021502-D"/>
+    <class subject="MS" courseNbr="GE-401" type="Lec" suffix="15905-25021502-F"/>
+    <class subject="MS" courseNbr="GE-456" type="Lec" suffix="15168-25021502-A"/>
+  </student>
+  <student externalId="25021505-001" firstName="SHOAIB" lastName="SHOAIB" email="25021505-001@putrasul.edu.pk">
+    <class subject="ECO" courseNbr="ECO-314" type="Lec" suffix="14849-25021505-A"/>
+    <class subject="ECO" courseNbr="ECO-314" type="Lec" suffix="14849-25021505-Aa"/>
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+    <class subject="ECO" courseNbr="PPG-401" type="Lec" suffix="14850-25021505-A"/>
+    <class subject="ECO" courseNbr="PPG-401" type="Lec" suffix="14850-25021505-Aa"/>
+    <class subject="ECO" courseNbr="PPG-402" type="Lec" suffix="14851-25021505-A"/>
+    <class subject="ECO" courseNbr="PPG-402" type="Lec" suffix="14851-25021505-Aa"/>
+    <class subject="ECO" courseNbr="PSY-300" type="Lec" suffix="14745-25021505-B"/>
+    <class subject="ECO" courseNbr="PSY-300" type="Lec" suffix="14745-25021505-Ba"/>
+  </student>
+  <student externalId="25021508-001" firstName="MUNTAHA" lastName="AZAM" email="25021508-001@putrasul.edu.pk">
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+  </student>
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+  </student>
+  <student externalId="26011502-001" firstName="SAMAWYA" lastName="ASHRAF" email="26011502-001@putrasul.edu.pk">
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+    <class subject="MS" courseNbr="BBA-300" type="Lec" suffix="14758-26011502-Aa"/>
+    <class subject="MS" courseNbr="BBA-301" type="Lec" suffix="14757-26011502-A"/>
+    <class subject="MS" courseNbr="BBA-301" type="Lec" suffix="14757-26011502-Aa"/>
+    <class subject="MS" courseNbr="LAW-397" type="Lec" suffix="15089-26011502-A"/>
+    <class subject="MS" courseNbr="LAW-397" type="Lec" suffix="15089-26011502-Aa"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26011502-B"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26011502-Ba"/>
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+    <class subject="MS" courseNbr="GE-302" type="Lab" suffix="15902-26011502-C"/>
+  </student>
+  <student externalId="26011502-002" firstName="MEHREEN" lastName="JAFFAR" email="26011502-002@putrasul.edu.pk">
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+    <class subject="MS" courseNbr="BBA-300" type="Lec" suffix="14758-26011502-Ba"/>
+    <class subject="MS" courseNbr="BBA-301" type="Lec" suffix="14757-26011502-B"/>
+    <class subject="MS" courseNbr="BBA-301" type="Lec" suffix="14757-26011502-Ba"/>
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+    <class subject="MS" courseNbr="LAW-397" type="Lec" suffix="15089-26011502-Ba"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26011502-B"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26011502-Ba"/>
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+    <class subject="MS" courseNbr="GE-301" type="Lec" suffix="14760-26011502-Ha"/>
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+    <class subject="MS" courseNbr="GE-302" type="Lab" suffix="15902-26011502-C"/>
+  </student>
+  <student externalId="26011503-001" firstName="HASSAN" lastName="RAZA" email="26011503-001@putrasul.edu.pk">
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+    <class subject="CE" courseNbr="CET-302" type="Lec" suffix="15313-26011503-A"/>
+    <class subject="CE" courseNbr="CET-302L" type="Lab" suffix="15306-26011503-A"/>
+    <class subject="CE" courseNbr="GE-300" type="Lec" suffix="14363-26011503-D"/>
+    <class subject="CE" courseNbr="GE-300" type="Lec" suffix="14363-26011503-Da"/>
+    <class subject="CE" courseNbr="HUM-111" type="Lec" suffix="14781-26011503-A"/>
+    <class subject="CE" courseNbr="HUM-111" type="Lec" suffix="14781-26011503-Aa"/>
+    <class subject="CE" courseNbr="MATH-310" type="Lec" suffix="15303-26011503-B"/>
+    <class subject="CE" courseNbr="MATH-310" type="Lec" suffix="15303-26011503-Ba"/>
+    <class subject="CE" courseNbr="PHYS-305" type="Lec" suffix="15114-26011503-C"/>
+    <class subject="CE" courseNbr="PHYS-305L" type="Lab" suffix="15124-26011503-C"/>
+  </student>
+  <student externalId="26011505-001" firstName="AIMA" lastName="FATIMA" email="26011505-001@putrasul.edu.pk">
+    <class subject="ECO" courseNbr="ECO-301" type="Lec" suffix="14743-26011505-A"/>
+    <class subject="ECO" courseNbr="ECO-301" type="Lec" suffix="14743-26011505-Aa"/>
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+    <class subject="ECO" courseNbr="GE-301" type="Lec" suffix="14760-26011505-B"/>
+    <class subject="ECO" courseNbr="GE-301" type="Lec" suffix="14760-26011505-Ba"/>
+    <class subject="ECO" courseNbr="GE-302" type="Lec" suffix="15902-26011505-E"/>
+    <class subject="ECO" courseNbr="GE-302" type="Lab" suffix="15902-26011505-E"/>
+    <class subject="ECO" courseNbr="GE-304" type="Lec" suffix="14762-26011505-B"/>
+    <class subject="ECO" courseNbr="GE-304" type="Lec" suffix="14762-26011505-Ba"/>
+    <class subject="ECO" courseNbr="GE-307" type="Lec" suffix="14846-26011505-A"/>
+  </student>
+  <student externalId="26011507-001" firstName="ALINA" lastName="SARFRAZ" email="26011507-001@putrasul.edu.pk">
+    <class subject="ENG" courseNbr="ENG-312" type="Lec" suffix="14377-26011507-A"/>
+    <class subject="ENG" courseNbr="ENG-312" type="Lec" suffix="14377-26011507-Aa"/>
+    <class subject="ENG" courseNbr="ENG-313" type="Lec" suffix="14376-26011507-A"/>
+    <class subject="ENG" courseNbr="ENG-313" type="Lec" suffix="14376-26011507-Aa"/>
+    <class subject="ENG" courseNbr="GE-300" type="Lec" suffix="14363-26011507-I"/>
+    <class subject="ENG" courseNbr="GE-300" type="Lec" suffix="14363-26011507-Ia"/>
+    <class subject="ENG" courseNbr="GE-301" type="Lec" suffix="14760-26011507-F"/>
+    <class subject="ENG" courseNbr="GE-301" type="Lec" suffix="14760-26011507-Fa"/>
+    <class subject="ENG" courseNbr="GE-302" type="Lec" suffix="15902-26011507-I"/>
+    <class subject="ENG" courseNbr="GE-302" type="Lab" suffix="15902-26011507-I"/>
+    <class subject="ENG" courseNbr="GE-304" type="Lec" suffix="14762-26011507-A"/>
+    <class subject="ENG" courseNbr="GE-304" type="Lec" suffix="14762-26011507-Aa"/>
+  </student>
+  <student externalId="26011508-001" firstName="HUMNA" lastName="AMAN" email="26011508-001@putrasul.edu.pk">
+    <class subject="PNS" courseNbr="GE-300" type="Lec" suffix="14363-26011508-C"/>
+    <class subject="PNS" courseNbr="GE-300" type="Lec" suffix="14363-26011508-Ca"/>
+    <class subject="PNS" courseNbr="GE-301" type="Lec" suffix="14760-26011508-G"/>
+    <class subject="PNS" courseNbr="GE-301" type="Lec" suffix="14760-26011508-Ga"/>
+    <class subject="PNS" courseNbr="GE-302" type="Lec" suffix="15902-26011508-B"/>
+    <class subject="PNS" courseNbr="GE-302" type="Lab" suffix="15902-26011508-B"/>
+    <class subject="PNS" courseNbr="GE-304" type="Lec" suffix="14762-26011508-A"/>
+    <class subject="PNS" courseNbr="GE-304" type="Lec" suffix="14762-26011508-Aa"/>
+    <class subject="PNS" courseNbr="PHYS-302" type="Lec" suffix="15479-26011508-A"/>
+    <class subject="PNS" courseNbr="PHYS-302" type="Lec" suffix="15479-26011508-Aa"/>
+    <class subject="PNS" courseNbr="PHYS-304" type="Lec" suffix="14783-26011508-A"/>
+    <class subject="PNS" courseNbr="PHYS-304" type="Lec" suffix="14783-26011508-Aa"/>
+  </student>
+  <student externalId="26011514-001" firstName="HASSAN" lastName="NAUSHAHI" email="26011514-001@putrasul.edu.pk">
+    <class subject="ME" courseNbr="CHEM-353" type="Lec" suffix="15445-26011514-A"/>
+    <class subject="ME" courseNbr="CHEM-353L" type="Lab" suffix="15446-26011514-A"/>
+    <class subject="ME" courseNbr="CMF-330" type="Lec" suffix="15126-26011514-A"/>
+    <class subject="ME" courseNbr="CMF-330L" type="Lab" suffix="15127-26011514-A"/>
+    <class subject="ME" courseNbr="GE-353" type="Lab" suffix="15923-26011514-A"/>
+    <class subject="ME" courseNbr="GE-401" type="Lec" suffix="15905-26011514-L"/>
+    <class subject="ME" courseNbr="MATH-311" type="Lec" suffix="15125-26011514-A"/>
+    <class subject="ME" courseNbr="MATH-311" type="Lec" suffix="15125-26011514-Aa"/>
+    <class subject="ME" courseNbr="MET-300" type="Lec" suffix="15128-26011514-A"/>
+    <class subject="ME" courseNbr="MET-300L" type="Lab" suffix="15129-26011514-A"/>
+    <class subject="ME" courseNbr="PHYS-305" type="Lec" suffix="15114-26011514-B"/>
+    <class subject="ME" courseNbr="PHYS-305L" type="Lab" suffix="15124-26011514-B"/>
+    <class subject="ME" courseNbr="Phys-310" type="Lec" suffix="15924-26011514-A"/>
+  </student>
+  <student externalId="26021502-001" firstName="EMAN" lastName="AHMAD" email="26021502-001@putrasul.edu.pk">
+    <class subject="MS" courseNbr="BHM-300" type="Lec" suffix="14755-26021502-A"/>
+    <class subject="MS" courseNbr="BHM-300" type="Lec" suffix="14755-26021502-Aa"/>
+    <class subject="MS" courseNbr="BHM-301" type="Lec" suffix="14747-26021502-A"/>
+    <class subject="MS" courseNbr="BHM-301" type="Lec" suffix="14747-26021502-Aa"/>
+    <class subject="MS" courseNbr="BHM-302T" type="Lec" suffix="14933-26021502-A"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26021502-E"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26021502-Ea"/>
+    <class subject="MS" courseNbr="GE-301" type="Lec" suffix="14760-26021502-E"/>
+    <class subject="MS" courseNbr="GE-301" type="Lec" suffix="14760-26021502-Ea"/>
+    <class subject="MS" courseNbr="GE-302" type="Lec" suffix="15902-26021502-A"/>
+    <class subject="MS" courseNbr="GE-302" type="Lab" suffix="15902-26021502-A"/>
+    <class subject="MS" courseNbr="PPG-310" type="Lec" suffix="15060-26021502-A"/>
+    <class subject="MS" courseNbr="PPG-310" type="Lec" suffix="15060-26021502-Aa"/>
+  </student>
+  <student externalId="26021508-001" firstName="AREEBA" lastName="JUNAID" email="26021508-001@putrasul.edu.pk">
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+    <class subject="PNS" courseNbr="CMPI-320" type="Lab" suffix="15537-26021508-A"/>
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+    <class subject="PNS" courseNbr="GE-301" type="Lec" suffix="14760-26021508-Ga"/>
+    <class subject="PNS" courseNbr="GE-302" type="Lec" suffix="15902-26021508-B"/>
+    <class subject="PNS" courseNbr="GE-302" type="Lab" suffix="15902-26021508-B"/>
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+    <class subject="PNS" courseNbr="GE-306" type="Lec" suffix="15136-26021508-Aa"/>
+    <class subject="PNS" courseNbr="MATH-301" type="Lec" suffix="14958-26021508-A"/>
+    <class subject="PNS" courseNbr="MATH-301" type="Lec" suffix="14958-26021508-Aa"/>
+  </student>
+  <student externalId="26031502-001" firstName="MUHAMMAD" lastName="KHALID" email="26031502-001@putrasul.edu.pk">
+    <class subject="MS" courseNbr="BSC-300" type="Lec" suffix="14756-26031502-A"/>
+    <class subject="MS" courseNbr="BSC-300" type="Lec" suffix="14756-26031502-Aa"/>
+    <class subject="MS" courseNbr="BSC-301" type="Lec" suffix="14890-26031502-A"/>
+    <class subject="MS" courseNbr="BSC-301" type="Lec" suffix="14890-26031502-Aa"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26031502-E"/>
+    <class subject="MS" courseNbr="GE-300" type="Lec" suffix="14363-26031502-Ea"/>
+    <class subject="MS" courseNbr="GE-301" type="Lec" suffix="14760-26031502-E"/>
+    <class subject="MS" courseNbr="GE-301" type="Lec" suffix="14760-26031502-Ea"/>
+    <class subject="MS" courseNbr="GE-302" type="Lec" suffix="15902-26031502-A"/>
+    <class subject="MS" courseNbr="GE-302" type="Lab" suffix="15902-26031502-A"/>
+    <class subject="MS" courseNbr="GEISL-301" type="Lec" suffix="14416-26031502-A"/>
+    <class subject="MS" courseNbr="PSY-300" type="Lec" suffix="14745-26031502-A"/>
+    <class subject="MS" courseNbr="PSY-300" type="Lec" suffix="14745-26031502-Aa"/>
+  </student>
+</studentEnrollments>
diff --git a/logs/template_generator.log b/logs/template_generator.log
index 14570d0..cd6c475 100644
--- a/logs/template_generator.log
+++ b/logs/template_generator.log
@@ -1,12 +1,6 @@
-Timetable generation log - started 2026-09-09T18:55:26.141293
+Timetable generation log - started 2026-09-11T15:55:47.934698
 ================================================================================
-[18:55:26] INFO: clear_all: schedule state, result templates, and log have been reset. Run phase_1 to start over.
-[18:55:26] INFO: Phase 1/3: scheduling general courses (Tue/Thu preferred)...
-[18:55:26] INFO: [Phase 1 (general courses)] No conflicts found — clash-free.
-[18:55:26] INFO: phase_1 complete: 8 session(s) added this phase, 8 total so far. State saved to D:\projects\UORM\timetable\result\schedule_state.json.
-[18:55:29] INFO: Phase 2/3: scheduling labs (on top of phase_1's fixed placements)...
-[18:55:29] INFO: [Phase 2 (general courses + labs)] No conflicts found — clash-free.
-[18:55:29] INFO: phase_2 complete: 24 session(s) added this phase, 32 total so far. State saved to D:\projects\UORM\timetable\result\schedule_state.json.
-[18:55:32] INFO: Phase 3/3: scheduling remaining courses (batch by batch)...
-[18:55:32] INFO: [Phase 3 (full schedule)] No conflicts found — clash-free.
-[18:55:33] INFO: phase_3 complete: 68 session(s) added this phase, 100 total so far. State saved to D:\projects\UORM\timetable\result\schedule_state.json.
+[15:55:47] INFO: clear_all: schedule state, result templates, and log have been reset. Run phase_1 to start over.
+[15:55:51] INFO: Phase 1/3: scheduling general courses (Mon/Wed preferred)...
+[15:55:51] INFO: [Phase 1 (general courses)] No conflicts found — clash-free.
+[15:55:51] INFO: phase_1 complete: 0 session(s) added this phase, 0 total so far. State saved to D:\projects\UORM\timetable\result\schedule_state.json.
diff --git a/result/schedule_state.json b/result/schedule_state.json
index 5df78ac..3280458 100644
--- a/result/schedule_state.json
+++ b/result/schedule_state.json
@@ -1,2729 +1,9 @@
 {
-  "sessions": [
-    {
-      "day": "Tuesday",
-      "slot_indices": [
-        0
-      ],
-      "start": "09:00",
-      "end": "10:30",
-      "duration_minutes": 90,
-      "course_id": "GEN101",
-      "course_name": "Functional English",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1002",
-      "instructor_name": "Ms. Sana Tariq",
-      "room_id": "A-103",
-      "room_name": "Room 103",
-      "batch_codes": [
-        "25021519",
-        "25021520",
-        "25031519",
-        "25031520",
-        "25041519",
-        "25041520"
-      ]
-    },
-    {
-      "day": "Tuesday",
-      "slot_indices": [
-        1
-      ],
-      "start": "10:30",
-      "end": "12:00",
-      "duration_minutes": 90,
-      "course_id": "GEN101",
-      "course_name": "Functional English",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1002",
-      "instructor_name": "Ms. Sana Tariq",
-      "room_id": "A-103",
-      "room_name": "Room 103",
-      "batch_codes": [
-        "25021519",
-        "25021520",
-        "25031519",
-        "25031520",
-        "25041519",
-        "25041520"
-      ]
-    },
-    {
-      "day": "Tuesday",
-      "slot_indices": [
-        2
-      ],
-      "start": "12:00",
-      "end": "13:30",
-      "duration_minutes": 90,
-      "course_id": "GEN102",
-      "course_name": "Islamic Studies",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1006",
-      "instructor_name": "Ms. Hira Shah",
-      "room_id": "A-103",
-      "room_name": "Room 103",
-      "batch_codes": [
-        "25021519",
-        "25021520",
-        "25031519",
-        "25031520",
-        "25041519",
-        "25041520"
-      ]
-    },
-    {
-      "day": "Thursday",
-      "slot_indices": [
-        0
-      ],
-      "start": "08:30",
-      "end": "10:30",
-      "duration_minutes": 120,
-      "course_id": "GEN103",
-      "course_name": "Pakistan Studies",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1006",
-      "instructor_name": "Ms. Hira Shah",
-      "room_id": "A-202",
-      "room_name": "Room 202",
-      "batch_codes": [
-        "25021519",
-        "25021520",
-        "25031519",
-        "25031520",
-        "25041519",
-        "25041520"
-      ]
-    },
-    {
-      "day": "Tuesday",
-      "slot_indices": [
-        2
-      ],
-      "start": "12:00",
-      "end": "13:30",
-      "duration_minutes": 90,
-      "course_id": "GEN101",
-      "course_name": "Functional English",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1002",
-      "instructor_name": "Ms. Sana Tariq",
-      "room_id": "A-101",
-      "room_name": "Room 101",
-      "batch_codes": [
-        "26021519",
-        "26021520",
-        "26031519",
-        "26031520",
-        "26041519",
-        "26041520"
-      ]
-    },
-    {
-      "day": "Tuesday",
-      "slot_indices": [
-        3
-      ],
-      "start": "13:30",
-      "end": "15:00",
-      "duration_minutes": 90,
-      "course_id": "GEN101",
-      "course_name": "Functional English",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1002",
-      "instructor_name": "Ms. Sana Tariq",
-      "room_id": "A-103",
-      "room_name": "Room 103",
-      "batch_codes": [
-        "26021519",
-        "26021520",
-        "26031519",
-        "26031520",
-        "26041519",
-        "26041520"
-      ]
-    },
-    {
-      "day": "Tuesday",
-      "slot_indices": [
-        0
-      ],
-      "start": "09:00",
-      "end": "10:30",
-      "duration_minutes": 90,
-      "course_id": "GEN102",
-      "course_name": "Islamic Studies",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1006",
-      "instructor_name": "Ms. Hira Shah",
-      "room_id": "A-101",
-      "room_name": "Room 101",
-      "batch_codes": [
-        "26021519",
-        "26021520",
-        "26031519",
-        "26031520",
-        "26041519",
-        "26041520"
-      ]
-    },
-    {
-      "day": "Monday",
-      "slot_indices": [
-        0
-      ],
-      "start": "08:30",
-      "end": "10:30",
-      "duration_minutes": 120,
-      "course_id": "GEN103",
-      "course_name": "Pakistan Studies",
-      "course_type": "theory",
-      "is_general": true,
-      "section_id": "ALL",
-      "instructor_code": "1006",
-      "instructor_name": "Ms. Hira Shah",
-      "room_id": "A-202",
-      "room_name": "Room 202",
-      "batch_codes": [
-        "26021519",
-        "26021520",
-        "26031519",
-        "26031520",
-        "26041519",
-        "26041520"
-      ]
-    },
-    {
-      "day": "Monday",
-      "slot_indices": [
-        1,
-        2
-      ],
-      "start": "10:30",
-      "end": "13:30",
-      "duration_minutes": 180,
-      "course_id": "CS101",
-      "course_name": "Programming Fundamentals",
-      "course_type": "lab",
-      "is_general": false,
-      "section_id": "A",
-      "instructor_code": "1001",
-      "instructor_name": "Dr. Ahsan Raza",
-      "room_id": "A-L01",
-      "room_name": "Computer Lab 1",
-      "batch_codes": [
-        "25021519"
-      ]
-    },
-    {
-      "day": "Monday",
-      "slot_indices": [
-        3,
-        4
-      ],
-      "start": "13:30",
-      "end": "16:30",
-      "duration_minutes": 180,
-      "course_id": "CS201",
-      "course_name": "Data Structures",
-      "course_type": "lab",
-      "is_general": false,
-      "section_id": "A",
-      "instructor_code": "1002",
-      "instructor_name": "Ms. Sana Tariq",
-      "room_id": "A-L02",
-      "room_name": "Computer Lab 2",
-      "batch_codes": [
-        "25021519"
-      ]
-    },
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-      "25031519",
-      "25031520",
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-      "26041520"
-    ],
-    "Friday|1": [
-      "26021520"
-    ],
-    "Friday|2": [
-      "26021520"
-    ]
-  },
+  "sessions": [],
+  "room_busy": {},
+  "instructor_busy": {},
+  "batch_busy": {},
   "phases_completed": [
-    "phase_1",
-    "phase_2",
-    "phase_3"
+    "phase_1"
   ]
 }
\ No newline at end of file
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