System documentation.

A real-time caregiver alert system with live video streaming and on-device computer vision. Built as a showcase of the mobile infrastructure that powers care-response products.

How it works

The alert loop, architecture layers, vision pipeline, protocols, and performance budgets.

System overview

Why we built it this way

Design principles, architecture decisions, accepted trade-offs, and intentional scope.

Decisions
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