Social Good
Civic Issue Reporter
Reports potholes and broken lights with photo and location
Intermediate24h2–3
Next.jsVision LLMLeaflet
16/20NGO Paper Register Digitizer
Photograph paper registers and get a clean spreadsheet.
Intermediate14h1–2 people17/20 fit
Build NGO Paper Register Digitizer for grassroots ngos in ~14h with 1–2 people. Stack: Vision LLM + Next.js + CSV.
Why it wins: Unlocks data for small NGOs.
Build flow
01 · Problem
Years of beneficiary data sit in handwritten registers.
02 · Solution
Capture pages, extract tables with a vision model, let staff fix low-confidence cells and export to a spreadsheet.
03 · Build
- 1Capture images
- 2Extract tables
- 3Review UI
- 4Export
04 · Demo
Photograph a register page and export rows.
MVP checklist
- Page capture
- Table extraction
- Confidence review
- Export
Tech stack
| Tech | Role | |
|---|---|---|
| Vision LLM | Image understanding | AI |
| Next.js | Frontend + API routes | Web |
| CSV | Data import | Data |
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