# Kailash Suthar

- **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:** [kailash suthar](https://cerebralvalley.ai/u/kkay123)
- **GitHub:** https://github.com/832909-kkay/terraquant
- **Demo video:** https://docs.google.com/videos/d/1ajhH0d2C-_Uv0TRr_uj8cuN-K-74FU8mOy_5qWGhOLw/play?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2049

TerraQuant is an autonomous physical-to-financial commodity risk engine that bridges physical warehouse quality inspections directly to macro commodity risk modeling and enterprise procurement. Using Meta's frontier models, TerraQuant captures warehouse tray imagery and segments physical defects (such as moisture clumping and spoilage) down to the pixel using SAM 3.1. Simultaneously, Muse Voice Transcribe captures live field inspector audio memos, while an open-weight extraction layer powered by Muse Spark Open structures the data into a risk profile. These physical metrics drive a deterministic Python quantitative engine that fits a GARCH(1,1) econometric volatility model and runs a 10,000-path Monte Carlo simulation to calculate tail Value-at-Risk (VaR). Finally, Muse Wonder 1.0 cross-checks supplier SLA contracts against deterministic double-entry accounting invariants to autonomously issue verified penalty debit notes and derivative option strap hedges.

## More from Meta Global AI Developer Hackathon

- [nyoriworks](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2046)
- [Dakota088](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2047)
- [SmallCrew](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2048)
- [Video2URDF](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2050)
- [Takkubi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2051)
- [byte size](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2052)

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