IntelliCampus - Empowering students through an digital assistance system
Jun 2025 - May 2026 (1 year)
I developed IntelliCampus, an AI-powered intelligent chatbot designed to provide students, faculty, and applicants with instant, accurate, and reliable answers to university-related queries. Built using Retrieval-Augmented Generation (RAG), the system retrieves information directly from official PAF-IAST documents, significantly reducing hallucinations common in general-purpose LLMs and ensuring all responses are grounded, trustworthy, and up-to-date.
The project features a fully functional and responsive website. The backend is powered by Flask, while the AI pipeline incorporates advanced technologies such as finetuned hugging face embeddings, FAISS vector database, an ensemble retriever (hybrid dense + sparse search), multi-query ex