I led object detection projects at a major company, encompassing the establishment of training servers and environments, designing and organizing systems for data collection, annotation, and model training, creating rules for data collection and annotation, developing data augmentation and model training optimization algorithms, and implementing model quantization and embedded deployment solutions, demonstrating comprehensive expertise in the entire AI production lifecycle and embedded AI model deployment.