# Pool Watch

- **Event:** [Nebius.Build SF](https://cerebralvalley.ai/e/nebius-build-sf)
- **When:** Sun, Mar 15 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Andrzej Firek](https://cerebralvalley.ai/u/andrzejarturr)
- **GitHub:** https://github.com/Muifrend/pool-watch
- **Demo video:** https://youtu.be/mTcqEFk1tbE
- **Gallery:** https://cerebralvalley.ai/e/nebius-build-sf/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/nebius-build-sf/hackathon/gallery/21

Drowning is the #1 killer of children aged 1–4 in America, and most of those deaths happen in backyard pools in the seconds a parent looks away. AI drowning detection exists, but it's built for hotels and aquatic centers — no family can afford it, and no one has built it for the home. Pool Watch is a privacy-first, in the future fully on-device detection pipeline that captures real-time biomechanical signs of drowning and alerts you instantly — no cloud, no subscription, no video ever leaving your property.

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Markdown version of https://cerebralvalley.ai/e/nebius-build-sf/hackathon/gallery/21. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt