A geospatial simulation platform spanning all 759 Indian districts, with four domain modules for flood risk, heatwave, crop yield, and air quality. Backed by FastAPI, SQLAlchemy, and GeoAlchemy2 over PostgreSQL/PostGIS with Redis caching, with a Next.js and Mapbox GL frontend shipped to Vercel and Render.