# Aryan Karmore

- **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:** [Aryan Karmore](https://cerebralvalley.ai/u/lion_owl_8712)
- **GitHub:** https://github.com/aryan331277/clayface
- **Demo video:** https://www.youtube.com/watch?v=uytfZBQRNjs
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2374

The Problem
Custom silicon chip design is slow, expensive, and high risk. Over a quarter of custom chips fail on their first manufacturing run because of hidden arithmetic overflow, communication deadlocks, or power starvation. A single failed tape-out costs teams millions of dollars and half a year of delay. Traditional chip design software costs hundreds of thousands of dollars per license, while standard AI coding tools fail at hardware because they cannot handle clock timing, formal mathematical proofs, or physical die layout physics.

What ClayFace Solves
ClayFace translates plain text hardware descriptions into verified, fabrication-ready silicon. It uses formal mathematical solvers to guarantee circuits are provably bug-free across infinite clock cycles, automatically repairing broken logic before tape-out. It eliminates power-hungry hardware multipliers through ternary neural network arithmetic, cutting chip energy consumption by more than fourteen times while maintaining exact parity with PyTorch models. Finally, it analyzes physical die layouts to fix power starvation and routing bottlenecks, exporting clean manufacturing packages with zero design rule violations.

## More from Meta Global AI Developer Hackathon

- [LargitData — FoundFact](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2371)
- [Lautaro Pereyra](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2372)
- [Iris AI 2.0](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2373)
- [BizMind AI Agency](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2375)
- [Fire Walkers](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2376)
- [TaskLens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2377)

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