# Veteran's Eyes

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Syed Shaista Tabassum](https://cerebralvalley.ai/u/sshai4020)
- **GitHub:** https://github.com/therealshai/veterans-eyes
- **Demo video:** https://drive.google.com/file/d/1Kz_EUfKa0LN0yZUGJYv1PGTaea8bDyA9/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5197

Veteran’s Eyes captures a senior’s know-how from one narrated repair video and coaches any junior through the same job, live, by voice on a phone. Muse Wonder watches the expert video with its audio and writes a step-by-step guide (parts, tools, the expert’s tips and warnings, which steps need a check). SAM 3.1 highlights the exact part in every step. On the phone, the app speaks each step, answers spoken questions (Muse Voice Transcribe + Muse Spark) and checks the junior’s work against the expert’s keyframe before they move on, saying “matches”, “fix this” or “can’t see clearly”. Tested for real: I had never cleaned a bike chain, and I cleaned my TVS Ronin’s chain with only the app guiding me. Skilled trades are losing experts faster than juniors are trained (Deloitte: up to 1.9M US manufacturing jobs may go unfilled by 2033); this turns one senior into a coach for every junior.

## More from Meta Global AI Developer Hackathon

- [Tether1](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5194)
- [Veritaserum](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5195)
- [Creative Claw — Local Meta Studio](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5196)
- [Youn Jae Jo](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5198)
- [B-A-M-N](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5199)
- [NOVA // Ygdrassil](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5200)

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