UNIPATH GDG – Intelligent Academic Platform

### UNIPATH GDG – Intelligent Academic Platform

Developed **UNIPATH GDG**, a Python-based academic platform designed to connect university students, academic advisors, and university regulations in one integrated system.

The platform includes:

* **Student Portal:** Student authentication, course browsing, and registration request submission.

* **Advisor Portal:** Reviewing, approving, and rejecting student registration requests, with student analytics.

* **CampusBrain AI Assistant:** An Arabic-first RAG-based assistant for answering questions about university academic regulations.

* **Academic Risk Reporting:** Analysis based on factors such as CGPA, attendance, and payment status.

* **Semantic Search:** Arabic-optimized document processing, embeddings, and FAISS vector search.

* **Multiple LLM Support:** Integration-ready architecture for OpenAI, Gemini, Groq, Ollama, and Hugging Face.

* **RAG Benchmarking:** Evaluation of retrieval quality, confidence, and query latency.

### Technologies

Python, Streamlit, Pandas, FAISS, Sentence Transformers, RAG, NLP, Semantic Search, LLMs, Matplotlib.