# Sudo Squad

- **Event:** [The Harness Engineering & Model Wrangling Hackathon](https://cerebralvalley.ai/e/mongodb-nyc-hackathon)
- **When:** Sat, Sep 26 at 9:00 AM – 10:00 PM (EDT)
- **Where:** New York, NY
- **Team:** [Sakshi Deshpande](https://cerebralvalley.ai/u/sak0514), [Anushka Pandit](https://cerebralvalley.ai/u/Anushka_09), [Chinmayee Mayekar](https://cerebralvalley.ai/u/chinmayee41203), [Brahmi Dalvi](https://cerebralvalley.ai/u/dalvibrahmi)
- **GitHub:** https://github.com/brahmi9811/team-claim-cipher
- **Demo video:** https://youtu.be/T0eOvSE2Z0g
- **Gallery:** https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/28

Claim Cipher
Insurers use algorithms to deny claims. We built a self-improving agent that learns each insurer's hidden behavior, catches wrongful denials, and fights back with evidence-based appeals, without ever showing patient data to the AI.

Built at the MongoDB Harness Engineering & Model Wrangling Hackathon, Saturday Sept 26, 2026. Billing operations only: no diagnosis, no treatment, no medical advice. All data is synthetic.

## More from The Harness Engineering & Model Wrangling Hackathon

- [Antibody](https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/25)
- [Blanko](https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/26)
- [Recall Gate](https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/27)
- [emirates](https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/29)
- [Second Shift](https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/30)
- [Self-Taught Trainer](https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/31)

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Markdown version of https://cerebralvalley.ai/e/mongodb-nyc-hackathon/hackathon/gallery/28. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt