Machine learning models power Uber’s everyday business. However, developing and deploying a model is not a one-time event but a continuous process that requires careful planning, execution, and monitoring. In this session, Sally (Mihyong) Lee, Senior Staff Engineer & TLM @ Uber, highlights Uber’s practice on the machine learning lifecycle to ensure high model quality.
Sally (Mihyoung) Lee serves as the Senior Staff Engineer, TLM at Uber AI Platform. She is experienced in distributed systems, machine learning, and large-scale data analytics. At present, Sally is involved in various initiatives in the Uber AI Platform team. She also has a history of roles at Yahoo. She earned her BS in Computer Engineering from Chungnam National University. he early ‘90s.