Political Intelligence
Election Intelligence
Campaign intelligence for a real 2026 Assam election. 207 booths, ML scoring, AI-generated daily itineraries.
About the Project
A campaign intelligence platform built for a real candidate contesting the 2026 Udalguri (ST) assembly constituency in Assam. Analyzes 207 polling booths using historical election data to identify swing booths, predict vote gaps, and generate AI-powered daily campaign itineraries with location-specific talking points.
Key Features
- Analyzes 207 polling booths with historical data (2016, 2021, 2025 BTC elections)
- RED/AMBER/GREEN composite scoring: margin, swing, BTC performance, survey sentiment
- Vote gap calculator per booth and constituency-level deficit analysis
- AI-generated daily campaign itineraries with talking points per village
- Interactive maps with Leaflet.js for geospatial analysis
- Being used for a real 2026 Assam state election campaign
Impact
Not a demo -- actively being used to plan campaign strategy for a real election with 158K+ voters.
Tech Stack
DjangoNext.jsLeaflet.jsClaude APIPostgreSQLDocker
Metrics
207 polling booths
158K+ voters
RED/AMBER/GREEN scoring
Real election
Interested in this project?
Let's discuss how I can build something similar for you.