Deploy production computer vision systems for new customers, including data pipelines, model optimization, edge hardware configuration, infrastructure integration, troubleshooting, and knowledge transfer. Work closely with customer engineering and operations teams in physical environments, identify deployment risks, document architectures, and provide product feedback. The role requires strong Python skills, production ML deployment experience, edge computing knowledge, and travel of approximately 40–50%.