Health
Lab Report Explainer
Explain lab values in plain language and list questions to ask the doctor
Intermediate12h1–2
MarkItDownLLMNext.js
17/20Glucose Log Pattern Finder
Find patterns between meals, activity and glucose readings.
Intermediate14h1–2 people17/20 fit
Build Glucose Log Pattern Finder for people managing diabetes in ~14h with 1–2 people. Stack: Python + ECharts + Next.js.
Why it wins: Data visualisation with health value.
Build flow
01 · Problem
Logbooks contain patterns that are hard to spot by eye.
02 · Solution
Import readings and events, chart daily overlays and highlight recurring highs and lows with likely context to discuss with a clinician.
03 · Build
- 1Import data
- 2Align events
- 3Detect patterns
- 4Chart and export
04 · Demo
Show recurring post-dinner spikes in sample data.
MVP checklist
- Reading import
- Daily overlay
- Pattern highlights
- Clinician report
Tech stack
| Tech | Role | |
|---|---|---|
| Python | Backend / scripting | Backend |
| ECharts | Interactive charts | UI |
| Next.js | Frontend + API routes | Web |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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