EDGE AI / IOT / FULL STACK
Thermal Presence Detector
A privacy-first occupancy system that replaces camera monitoring with an 8×8 thermal sensor and on-device inference.
I trained and quantized a TensorFlow Lite Micro model, deployed it to an ESP32, and built the MQTT, FastAPI, MySQL, OAuth, and WebSocket pipeline behind a live monitoring dashboard.
- 90.2% accuracy
- 6.5 KB model
- 10,000 samples
- C++
- Python
- TensorFlow Lite
- FastAPI
- Docker