VIT Pre-Admission Chatbot System
A scalable backend service engineered to handle prospective-student queries across academic programs, fees, scholarships, and placements, featuring intelligent intent classification, session context tracking in MongoDB Atlas, and clean frontend API contracts.
- As lead backend developer, specified and designed the core backend service handling prospective-student queries, implementing intent classification to route requests across programs, fees, scholarships, and placements.
- Owned the data model and session-based conversational context tracking in MongoDB Atlas, maintaining context across multi-turn interactions.
- Defined clean, typed API contracts with FastAPI and integrated LLM adapters for real-time ranking and prospective student guidance.