Patients answer intake questions by voice in their own language while they wait
Intermediate14h1–2
WhisperLLMNext.js
17/20AI Consultation Scribe
Draft visit notes from the consultation conversation for the doctor to edit.
Advanced24h2–3 people18/20 fit
Build AI Consultation Scribe for doctors in busy clinics in ~24h with 2–3 people. Stack: Whisper + LLM + Next.js.
Why it wins: Big real-world trend with a clear demo.
Build flow
01 · Problem
Doctors spend hours typing notes instead of looking at patients.
02 · Solution
With consent, transcribe the visit, separate speakers and draft a structured note with history, findings and plan for the doctor to review and sign.
03 · Build
- 1Record with consent
- 2Transcribe
- 3Draft note
- 4Review screen
04 · Demo
Play a mock consultation and show the draft note.
MVP checklist
- Consent flow
- Speaker separation
- Structured note
- Doctor edit
Tech stack
| Tech | Role | |
|---|---|---|
| Whisper | Speech-to-text | AI |
| LLM | Language model | AI |
| Next.js | Frontend + API routes | Web |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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