College Pathfinder
AI-powered KCET counselling portal for 300+ institutes.
Python - FastAPIJS - ReactAWS - EC2NGINXDocker
An AI-powered college counseling platform that analyzes past cutoff trends to show which colleges are most likely achievable for a student’s rank, with personalized guidance through an intelligent chat assistant.
- Launched an end-to-end KCET counselling portal by orchestrating FastAPI, Gemini 2.5 Flash, and Azure App Service, surfacing college recommendations, branch filters, comparisons, and historical cutoff analytics for 300+ institutes.
- Operationalised autonomous counselling by wiring Gemini tool-calling, persistent chat sessions, and Jinja-driven email briefs so students receive AI-guided counselling plus personalised follow-ups in every interaction.