Engineering Notes

Practical engineering notes on embedded firmware, RTOS architecture, DSP, Edge AI, connectivity, debugging, and resource-constrained systems.

8 min read

Smart Foot: Building an End-to-End Embedded-ML Gait Analysis System

How I built a wearable plantar-pressure system from the ground up — 16-channel FSR sensing, a real-time bare-metal C pipeline, and an on-device neural network — and recorded my own dataset of 1,500+ gait samples from 50 subjects to train it.

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