Signal processing
Heart-rate extraction from cellphone video
FFT, blind source separation, noisy inputs, and one of the earliest clear examples of the sensing instinct that kept showing up later.
Technical archive
This is the smaller, earlier part of the technical story: sensing, controls, signal processing, and experiments that connect cleanly to hands-on robotics work.
Signal processing
FFT, blind source separation, noisy inputs, and one of the earliest clear examples of the sensing instinct that kept showing up later.
Robotics + controls
Tool changing, load-cell-informed control, automation workflows, and a project that forced controls and usability to coexist.