Civic technology
PRAGYAAN

Problem
The problem
Civic information is spread across news, public feedback, and government data, making emerging issues hard to identify.
Approach
How I approached it
PRAGYAAN explores predictive governance through event-stream ingestion, sentiment analysis, entity extraction, knowledge graphs, and risk scoring. Its documented stack combines React, FastAPI, Redpanda, PostgreSQL, and Neo4j.
Details
What I built
- A documented architecture for civic data ingestion and analysis.
- Graph-based exploration of regions, schemes, and issues.
- Frontend collaboration with Yashika Singh, acknowledged in my public project post.
The repository linked in the original notes is not currently visible in my public GitHub repository list.