Social Good
Voice-First Government Form Filler
Fill government forms by answering spoken questions in your language
Intermediate16h2–3
WhisperLLMNext.js
17/20Senior Scam Call Coach
Practise spotting scam calls with realistic role-play.
Intermediate14h1–2 people17/20 fit
Build Senior Scam Call Coach for elderly people and their families in ~14h with 1–2 people. Stack: LLM + Speech API + Next.js.
Why it wins: Protective and engaging.
Build flow
01 · Problem
Seniors lose savings to phone scams that sound convincing.
02 · Solution
Role-play common scam scripts by voice, teach warning signs and let family track practice progress.
03 · Build
- 1Write scam scenarios
- 2Run voice role-play
- 3Score responses
- 4Share progress
04 · Demo
Take a role-play call and see the warning signs explained.
MVP checklist
- Scam role-plays
- Warning signs
- Progress
- Family view
Tech stack
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Speech API | Voice in/out | AI |
| Next.js | Frontend + API routes | Web |
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