ElectronAI/MLDesktopPrivacy

ErgoSense

ErgoSense is a native desktop app that acts as a digital health companion at your desk. It uses computer vision to detect slouching, track blink rate and eye strain, and surface gentle reminders through a live dashboard—everything runs locally so privacy is guaranteed by design.

Visit ErgoSense

Tech Stack

  • Electron
  • React
  • TypeScript
  • TensorFlow
  • MediaPipe
  • SQLite

Challenges

  • Delivering smooth real-time inference without taxing CPU on everyday laptops
  • Building a pipeline where camera frames are processed and discarded—never uploaded
  • Calibrating neutral posture per user and alerting only when poor posture is sustained

Results

  • 100% on-device AI—no video or health metrics sent to the cloud
  • Dashboard with ergonomic score, eye strain, and blink-rate trends
  • Non-intrusive nudges aligned with habits like the 20-20-20 rule

Other work

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