Track critical supplies with barcode scans and low-stock alerts
Intermediate14h2–3
Next.jsPostgresBarcode scanner
17/20Nurse Shift Handoff Summary
Generate a structured shift handoff summary from notes and vitals.
Intermediate16h2–3 people17/20 fit
Build Nurse Shift Handoff Summary for hospital nurses in ~16h with 2–3 people. Stack: LLM + Next.js + Postgres.
Why it wins: Patient safety problem with a clear workflow.
Build flow
01 · Problem
Handoffs are rushed and important details are lost between shifts.
02 · Solution
Combine the shift's notes and vitals into a structured handoff format with pending tasks and changes highlighted, for nurse review before use.
03 · Build
- 1Model notes and vitals
- 2Prompt for handoff
- 3Highlight changes
- 4Review flow
04 · Demo
Show a handoff generated from sample notes with highlighted changes.
MVP checklist
- Structured template
- Vitals trends
- Pending tasks
- Review and sign
Tech stack
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Next.js | Frontend + API routes | Web |
| Postgres | Relational database | Data |
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