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HBP Finder

Natural-language clinical cases → the right PMJAY package, out of all 2,441.

Live — In use at MGM Medical College ↗
NLPRetrievalHealthcareCloudflare Workers

HBP Finder matches a clinical case written in plain language to the correct PMJAY package across all 2,441 Maharashtra HBP 2025 packages. It runs serverless on Cloudflare Workers and is in use at MGM Medical College.

Approach

  1. Indexed every package in the Maharashtra HBP 2025 schedule (2,441 packages).
  2. Maps free-text clinical descriptions onto candidate packages and ranks them.
  3. Deployed at the edge on Cloudflare Workers.
  4. In use at MGM Medical College.