I've scaled computer vision across thousands of cameras and diverse use cases, built MLOps foundations from scratch at multiple companies, and driven 105% ARR growth by turning R&D prototypes into reliable production systems. I led enterprise GenAI rollouts, coding agents, workflow automation, personal ai assistance chatbots.