Social Good
Senior Scam Call Coach
Practise spotting scam calls with realistic role-play
Intermediate14h1–2
LLMSpeech APINext.js
17/20Fill government forms by answering spoken questions in your language.
Build Voice-First Government Form Filler for people with low literacy in ~16h with 2–3 people. Stack: Whisper + LLM + Next.js.
Why it wins: Inclusion with a moving demo.
| Tech | Role | |
|---|---|---|
| Whisper | Speech-to-text | AI |
| LLM | Language model | AI |
| Next.js | Frontend + API routes | Web |
Open-source projects you can build on. Links checked 2026-10-31.
Social Good
Practise spotting scam calls with realistic role-play
Social Good
Daily local news as tiny audio files in regional languages
Patients answer intake questions by voice in their own language while they wait