field, exposure, focus, triggering, calibration, and repeatable image capture. Experience evaluating or deploying edge compute for computer vision workloads. Strong Python fluency for prototyping, testing, automation, data capture, hardware evaluation, sensor integration, and benchmark tooling. Ability to debug physical inspection systems end to end, from image acquisition through model runtime … industrial camera ecosystems such as Basler, Cognex, Keyence, LMI, SICK, Teledyne, IDS, Sony industrial cameras, or similar. Experience with hardware evaluation, vendor selection, rapid prototyping, proof-of-concept development, or technology scouting. Experience designing demo rigs, test fixtures, portable inspection stations, trade-show systems, or customer-facing technical prototypes. Candidate ...