# Clayin

- **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:** [Shubham Kumar](https://cerebralvalley.ai/u/shubhampp04)
- **GitHub:** https://github.com/ShubhamPP04/careloop
- **Demo video:** https://youtu.be/3UqrwwJ2ExI
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1761

Patients in India often leave hospital with a handwritten prescription their family cannot read: which tablet, how much, when, and for how long. CareLoop lets a family member photograph the doctor's paper, or say the medicines out loud, and turns it into a clear day by day plan in Hindi or English: each medicine as a pharmacy label with its strength, clock times and number of days, plus the follow up, tests and notes the doctor wrote.

CareLoop explains a prescription the doctor already wrote. It does not diagnose or give advice of its own, and it refuses rather than guesses: a failed read returns an error instead of sample data, a voice note with no recognised words is rejected, files it cannot read are rejected, a medicine with no legible strength is shown as "dose not clear, confirm with the doctor", SOS is shown as "only when needed" with no clock time, and any note the model adds that is not on the paper is dropped by the server.

## More from Meta Global AI Developer Hackathon

- [gaphytoro](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1758)
- [SecondCall AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1759)
- [Sieve- Mask Learning](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1760)
- [Phila Prince Mabuza](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1762)
- [Avanish Umesh](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1763)
- [ForkCheck](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1764)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1761. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt