# Biopilot Bench

- **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:** [Yaeseong Park](https://cerebralvalley.ai/u/mimikyu)
- **GitHub:** https://github.com/ParkYaeseong/BioPilot
- **Demo video:** https://youtu.be/tozONY6U15s?si=NAOViFLd4Whpx6ub
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/824

BioPilot Bench is a Meta-powered scientific workbench that turns protein-variant requests into traceable reviews. It addresses a common research problem: sequence files, mutation constraints, model scores, structures and explanations are scattered across disconnected tools.
In the current Lipase A workflow, researchers upload the registered public FASTA, describe a variant, validate the input and approve a bounded execution. Meta coordinates permitted MCP tools while Python enforces residue numbering, protected catalytic sites, call limits and a common ranking policy. ESM-2 scores all 19 non-WT alternatives at the selected position.
Researchers can compare candidates, inspect an experimental reference structure, explore separately computed ESMFold2 WT and ESM3 A32V predictions, and review exact-reference Atlas context. Saved artifacts and tool traces connect each result to its inputs and execution history, helping researchers select hypotheses for follow-up experiments.

## More from Meta Global AI Developer Hackathon

- [AeroSentry Squad](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/821)
- [Spark](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/822)
- [alamazing](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/823)
- [PradeepTeam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/825)
- [SnowMAN](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/826)
- [VALLUVAM](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/827)

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