Industrial Automation · Computer Vision · Infrastructure
I build software that runs machines. Programmer at Amerapex developing computer-vision and Arduino motion-control systems for heat-exchanger cleaning — backed by years of sysadmin and cloud infrastructure experience keeping systems boring, in the good way.
A Python application that counts heat-exchanger tubes from field photos and generates machine recipes automatically. Detects tube openings with OpenCV, achieves ~95% recall across an archive of human-verified jobs, and flags low-confidence results so technicians can correct them in the loop.
Arduino-based control system for an automated heat-exchanger tube-cleaning rig. Executes recipes generated by tube-counter, with serial logging and diagnostics for troubleshooting runs in the field.
Self-hosted Flask services on Windows with reliable boot-time startup, reachable from anywhere over a Tailscale mesh VPN — no ports exposed to the public internet.