# Matrix

- **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:** [Mamata Maharjan](https://cerebralvalley.ai/u/mavis021_)
- **GitHub:** https://github.com/Matrix-Mantra/MatrixVision
- **Demo video:** https://youtu.be/pfKQfArkmJI
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1859

Matrix Vision helps people in Nepal understand their medical paperwork. Take a photo of a lab report, prescription or X-ray, and Matrix Vision explains it in simple Nepali, with English alongside. Out-of-range results are listed first and can be read aloud. Users can ask follow-up questions by voice in Nepali, download a Nepali PDF summary for their doctor, and see which department to visit, with nearby hospitals from a verified directory. Safety checks are written in code, not left to the model: danger signs and critical lab values (such as potassium 6.9) always show "Call 102", Nepal's ambulance number. The model can't invent hospitals, because any name not in the verified directory is removed. Matrix Vision explains documents only and never diagnoses or suggests changing a dose. Photos are never stored. Live at matrixvision.hospitalsofnepal.com.

## More from Meta Global AI Developer Hackathon

- [Watch Once](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1856)
- [BrahmiVoice](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1857)
- [SEALED](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1858)
- [Texa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1860)
- [Abraham Ebijuni](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1861)
- [Sonora](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1862)

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