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Key highlights
  • 3-layer fall detection: impact + orientation → visual confirmation → Edge Impulse classifier
  • Inactivity detection: no movement for 2h → voice prompt → 30s no response → family alert
  • BLE wristband with Qi wireless charging and vibration motor
  • Multi-room App Lab dashboard with daily health summary PDF export
  • ~90% code reuse from NeoGuard, estimated 2–3 month build
Personal project · Planned Q4 2026