Summary
Sudipto Mukherjee is a Senior Machine Learning Engineer with nine years of experience building production ML systems for search, assistant, and summarization at Apple and Microsoft. He holds a Ph.D. from the University of Washington focused on unsupervised learning and has applied that foundation to problems in representation learning, dialog and meeting summarization, and personalized user modeling. At Microsoft he shipped ranker models that improved M365 Copilot relevance metrics and led work leveraging GPT-3 for real-time summarization and distilled models for production. Now on Siri and Information Intelligence, he pushes question answering and response ranking at scale across Apple products. Known for bridging deep mathematical insight with pragmatic engineering, he enjoys treating large language datasets like detective stories—finding signal in noisy language. He is largely self-taught as a coder, continually learning from peers and shipping systems that connect research ideas to user-facing impact.
9 years of coding experience