# Solo-Arise

- **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:** [Himanshu Verma](https://cerebralvalley.ai/u/himanshusolo)
- **GitHub:** https://github.com/HimanshuSolo/ml-doctor
- **Demo video:** https://youtu.be/YmFAFiGSI3A
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2862

MLDoctor reproduces, investigates, patches, and verifies broken ML training scripts. Training fails quietly: it diverges, or gives different results every run despite a
 fixed seed. MLDoctor runs the script repeatedly under telemetry wrappers, classifies the symptom (healthy, non_reproducible, diverged, error, leakage) from real parameter
hashes and loss curves, asks a model for a strict-schema diagnosis and exact-string patch, then re-runs the patched script to earn the verdict. An anti-masking gate rejects
 cheating patches (clamped losses, removed shuffling, hardcoded metrics) before re-running. Only real re-runs earn a PASS; the model never decides. Ships as a one-process d
ashboard (prebuilt Next.js frontend + FastAPI backend), Docker image, and CI reproducibility gate.

## More from Meta Global AI Developer Hackathon

- [Team Drishtikon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2859)
- [Tejasai](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2860)
- [Unity AI Mapper](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2861)
- [Solar Proposal Agent](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2863)
- [TakeState](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2864)
- [ARTHUR LABS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2865)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2862. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt