Sudipto Mukherjee
Senior Machine Learning Engineer at Apple
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolSudipto 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
9 years of employment as a software developer
Doctor of Philosophy - PhD Electrical Engineering, Doctor of Philosophy - PhD Electrical Engineering at University of WashingtonBachelor in Engineering (BE) Electronics and Communication Engineering, Bachelor in Engineering (BE) Electronics and Communication Engineering at Jadavpur University
Github Skills (5)
generative-adversarial-network10
mutual-information9
clustering9
classifier8
testing5
Programming languages (1)
Github contributions (5)
sudiptodip15/ClusterGAN
Nov 2018 - Jan 2022
Latent space clustering in Generative Adversarial Network (GAN)
Contributions:15 commits, 2 pushes in 3 years 2 months
clusteringgenerative-adversarial-network
sudiptodip15/CCMI
Jun 2019 - Jul 2019
Classifier based mutual information, conditional mutual information estimation; conditional independence testing
Contributions:12 commits, 11 pushes, 1 branch in 27 days
classifiermutual-informationtesting
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.