Thermal-Uniformity Joule-Heating Bench
Built a vertical test rig with three thermal cameras at 120° and a Python UI acting as the PID brain to heat sorbents to set-point, log frames to Postgres, and auto-stitch temperature maps.
Result Cut test time from ~30–40 min/unit to ~5–10 min and freed engineers from babysitting—unblocked throughput for ~1,000 parts.