# Xeam | Medyt

- **Event:** [RAISE Summit Hackathon](https://cerebralvalley.ai/e/raise-summit-hackathon)
- **When:** Jul 4 at 9:00 AM – Jul 5 at 7:00 PM (GMT+2)
- **Where:** Paris, France
- **Team:** [Javier Peres](https://cerebralvalley.ai/u/peresjav)
- **GitHub:** https://github.com/peresramirez/medyt
- **Demo video:** https://drive.google.com/drive/folders/1puvVxB0edklB16-iFHewCjKfWRGCIu7R?usp=drive_link
- **Gallery:** https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/78

Medyt — Talk to your gallery. It listens, plans, and acts.

Phone galleries are full of screenshots, duplicates, and memories buried in thousands of files. Manual cleanup never happens. Medyt fixes that with a local AI agent you control by voice or chat.

Unlike photo apps that only tag or search, Medyt runs a real agent loop: on-device Gemma 4 plans one tool per turn — scan, organize, move to albums, detect faces, save preferences, stage items for deletion — and Kotlin executes against a Room database. You can say “organize beach photos into an album”, “find Mom in a red shirt”, or “analyze my gallery” and get structured actions, not just text replies.

Privacy by architecture: the planner and agent never leave the device. In Privacy mode, vision runs locally too (airplane-mode capable). Speed mode optionally uses a stateless Cloudflare Worker and NVIDIA Nemotron for faster analysis — processed in memory, never stored. Face recognition and embeddings are always on-device.

Trust by design: nothing is hard-deleted; candidates go to a Review folder. Destructive steps require explicit confirmation. User preferences (“never delete photos of Mom”) persist and feed every future plan. Full undo via action log.

Stack: Kotlin · Jetpack Compose · Gemma 4 (LiteRT-LM) · Room · ML Kit faces · Gradium voice · Cloudflare Workers · Nebius/Nemotron Nvidia· built in Cursor. 

Repo: https://github.com/peresramirez/medyt
Video: https://vimeo.com/1207122456?share=copy&fl=sv&fe=ci

## More from RAISE Summit Hackathon

- [The Winning Team](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/75)
- [Face to face](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/76)
- [BlackoutGuard](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/77)
- [Redpill Linpro CX](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/79)
- [CoVibers](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/80)
- [SHTC](https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/81)

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Markdown version of https://cerebralvalley.ai/e/raise-summit-hackathon/hackathon/gallery/78. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt