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2026

JanSamadhan.

Grand Finale winner, India Innovates '26

The project

Civic grievance platform for Delhi, running as a ward pilot. 300+ users, all organic from X, Reddit and campus. Complaints come in through a Gemini chatbot, a web form or WhatsApp and go to one of 10 authorities against an SLA.

The engineering

Catching duplicate complaints within 20 m with PostGIS before they're filed, scoring 250 ward polygons live, and escalating overdue tickets inside Postgres instead of app code.

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