# Dugermatics

- **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:** [Oyuntuya Dugersuren](https://cerebralvalley.ai/u/Oyuntuya)
- **GitHub:** https://github.com/Dugermatics/msl-reception-desk
- **Demo video:** https://youtu.be/KnU7ikl6VDM
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/900

MSL Reception Desk is a two-way communication assistant between a Deaf person who uses Mongolian Sign Language (MSL) and a hearing staff member at a public service desk. The demo is a hospital reception. Mongolia has very few MSL interpreters, so Deaf people often cannot talk to a doctor's receptionist or a civil-service officer without bringing a relative.

Staff to patient: the staff member speaks Mongolian, Muse Spark Open turns the sentence into known MSL signs, mandatory checks are designed to reject anything added or left out, and a 3D avatar signs it. Words with no sign are shown as text, never replaced by another sign.

Patient to staff: the patient signs to a webcam, a local recognizer outputs sign labels, and Muse Spark writes one short Mongolian sentence (plus English) on the staff screen. Uncertain signs ask the patient to repeat instead of guessing.

Scope is communication access only: no diagnosis, triage or medical advice.

## More from Meta Global AI Developer Hackathon

- [VR AI Japanese Panda Sensei](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/897)
- [MUSE Evidence Review Core](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/898)
- [Second Look](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/899)
- [Ambient Field Lens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/901)
- [Ghostdevlabs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/902)
- [Isochron AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/903)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/900. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt