The problem. Providers spend hours by Abu hamza KhanThe problem. Providers spend hours by Abu hamza Khan

The problem. Providers spend hours

The problem. Providers spend hours writing notes after visits.
What I built. Voice dictation and edit-by-voice that produce a structured SOAP note, with ICD-10 code suggestions from embeddings for the provider to approve. Tests written alongside every feature.
Stack. FastAPI, Postgres on AWS RDS, Next.js, Claude, Vapi, AWS.

0 likes · 0 views · Oct 11, 2026

The problem. Providers spend hours writing notes after visits. What I built. Voice dictation and edit-by-voice that produce a structured SOAP note, with ICD-...