diff --git a/scripts/generate_fake_core_data.py b/scripts/generate_fake_core_data.py
new file mode 100644
index 0000000..7914051
--- /dev/null
+++ b/scripts/generate_fake_core_data.py
@@ -0,0 +1,114 @@
+import os
+import django
+import random
+from typing import List
+from django.utils import timezone
+from faker import Faker
+from factory.django import DjangoModelFactory
+from factory import SubFactory, LazyAttribute, Iterator
+from core.models import ActivityLog, NewsAndEvents, Session, Semester, SEMESTER, POST
+
+# Set up Django environment
+os.environ.setdefault("DJANGO_SETTINGS_MODULE", "config.settings")
+django.setup()
+
+fake = Faker()
+
+class NewsAndEventsFactory(DjangoModelFactory):
+    """
+    Factory for creating NewsAndEvents instances.
+
+    Attributes:
+        title (str): The generated title for the news or event.
+        summary (str): The generated summary.
+        posted_as (str): The type of the post, either 'News' or 'Event'.
+        updated_date (datetime): The generated date and time of update.
+        upload_time (datetime): The generated date and time of upload.
+    """
+
+    class Meta:
+        model = NewsAndEvents
+
+    title: str = LazyAttribute(lambda x: fake.sentence(nb_words=4))
+    summary: str = LazyAttribute(lambda x: fake.paragraph(nb_sentences=3))
+    posted_as: str = fake.random_element(elements=[choice[0] for choice in POST])
+    updated_date: timezone.datetime = fake.date_time_this_year()
+    upload_time: timezone.datetime = fake.date_time_this_year()
+
+class SessionFactory(DjangoModelFactory):
+    """
+    Factory for creating Session instances.
+
+    Attributes:
+        session (str): The generated session name.
+        is_current_session (bool): Flag indicating if the session is current.
+        next_session_begins (date): The date when the next session begins.
+    """
+
+    class Meta:
+        model = Session
+
+    session: str = LazyAttribute(lambda x: fake.sentence(nb_words=2))
+    is_current_session: bool = fake.boolean(chance_of_getting_true=50)
+    next_session_begins = LazyAttribute(lambda x: fake.future_datetime())
+    
+
+class SemesterFactory(DjangoModelFactory):
+    """
+    Factory for creating Semester instances.
+
+    Attributes:
+        semester (str): The generated semester name.
+        is_current_semester (bool): Flag indicating if the semester is current.
+        session (Session): The associated session.
+        next_semester_begins (date): The date when the next semester begins.
+    """
+
+    class Meta:
+        model = Semester
+
+    semester: str = fake.random_element(elements=[choice[0] for choice in SEMESTER])
+    is_current_semester: bool = fake.boolean(chance_of_getting_true=50)
+    session: Session = SubFactory(SessionFactory)
+    next_semester_begins = LazyAttribute(lambda x: fake.future_datetime())
+
+class ActivityLogFactory(DjangoModelFactory):
+    """
+    Factory for creating ActivityLog instances.
+
+    Attributes:
+        message (str): The generated log message.
+    """
+
+    class Meta:
+        model = ActivityLog
+
+    message: str = LazyAttribute(lambda x: fake.text())
+
+
+def generate_fake_core_data(num_news_and_events: int, num_sessions: int, num_semesters: int, num_activity_logs: int) -> None:
+    """
+    Generate fake data for core models: NewsAndEvents, Session, Semester, and ActivityLog.
+
+    Args:
+        num_news_and_events (int): Number of NewsAndEvents instances to generate.
+        num_sessions (int): Number of Session instances to generate.
+        num_semesters (int): Number of Semester instances to generate.
+        num_activity_logs (int): Number of ActivityLog instances to generate.
+    """
+    # Generate fake NewsAndEvents instances
+    news_and_events: List[NewsAndEvents] = NewsAndEventsFactory.create_batch(num_news_and_events)
+    print(f"Generated {num_news_and_events} NewsAndEvents instances.")
+
+    # Generate fake Session instances
+    sessions: List[Session] = SessionFactory.create_batch(num_sessions)
+    print(f"Generated {num_sessions} Session instances.")
+
+    # Generate fake Semester instances
+    semesters: List[Semester] = SemesterFactory.create_batch(num_semesters)
+    print(f"Generated {num_semesters} Semester instances.")
+
+    # Generate fake ActivityLog instances
+    activity_logs: List[ActivityLog] = ActivityLogFactory.create_batch(num_activity_logs)
+    print(f"Generated {num_activity_logs} ActivityLog instances.")
+