Builds and maintains the software layer — from Flask apps and Docker-based self-hosting to data pipelines and web interfaces. If it runs on a server, Thomas probably set it up.
Works closest to the hardware — microcontrollers, embedded systems, and on-device machine learning. Turns physical problems into working circuits and firmware.