A structured guidance tool that helps devs use AI coding tools (Cursor, Windsurf) more accurately by generating precise planning documents — PRD, TechSpec, AppFlow, and more.

Think of it as a context compiler for AI-assisted development.

Production PWA for Ahmedabad-Gandhinagar Metro. Dijkstra routing, 54 stations, exact per-station timetables from official GMRC data (32K-line JSON). 1000+ visits. Android app in Play Store review.

OpenEnv-compliant RL environment for AI agent incident response across a 17-service microservice graph. Submitted to Meta x PyTorch x HuggingFace OpenEnv Hackathon 2026.

Multi-role inventory management system built end-to-end in under 24 hours. 3rd place at Codeversity National Hackathon @ IIT Gandhinagar 2026.

AI-powered hospital pharmacy platform with FEFO stock management and Gemini demand prediction. 2nd place at Aetrix Hackathon @ PDEU 2026.