# Dreamer

- **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:** [Abdulloh Ashurov](https://cerebralvalley.ai/u/Kreker)
- **GitHub:** https://github.com/Krekker0101/OzmoLab
- **Demo video:** https://www.youtube.com/watch?v=80y_SzF0u0M
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1766

Ozmo Lab is a virtual STEM lab for students in Tajikistan who have no lab equipment. A student photographs a circuit drawn on paper; Meta's Muse Spark Open (served on Baseten) reads the photo and returns a structured netlist. The student confirms or edits what was detected (uncertain parts are marked, never guessed). A deterministic MNA solver then computes the real currents and voltages, detects mistakes such as a wrongly placed ammeter or an open circuit, proposes a fix and re-verifies it. An AI tutor explains the result in plain language using only the solver's numbers, so it cannot invent physics. Photos without a circuit are politely rejected. Corrected circuits can be loaded onto a 2D/3D workbench.

Built during the hackathon: the photo-to-circuit agent, confirmation flow, solver verification of perceived netlists, the grounded tutor on Baseten, rate limiting, fallbacks for failed or truncated model output, and deployment. The workbench and lab modules existed before and are reused.

Limitations: DC circuits only; photo recognition is experimental and always needs student confirmation; interface in Tajik and Russian, English partially.

## More from Meta Global AI Developer Hackathon

- [Avanish Umesh](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1763)
- [ForkCheck](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1764)
- [Egalicon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1765)
- [LoWisa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1767)
- [Algorithm Forge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1768)
- [Tomotaka Matsumoto](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1769)

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