Yue Ma
Senior Machine Learning Engineer at Reserv
Nashville-Davidson, Tennessee, United States
Summary
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Senior🎓
Top SchoolYue Ma is a Senior Machine Learning Engineer and engineering manager based in Nashville with 11 years of experience building production ML systems. Currently leading a team at an insurtech company (Reserv) to deliver an automated, state-of-the-art data extraction pipeline, she blends hands-on Python engineering with MLOps practice to ensure high-quality, scalable models in production. With a Ph.D. from the University of Michigan and a foundational physics background from Nanjing University, she brings strong analytical rigor and probabilistic thinking to applied ML problems. Yue is as comfortable designing model training and deployment workflows as she is mentoring engineers and shaping team engineering processes. Her profile combines deep research training with pragmatic delivery—translating complex data challenges into robust, auditable pipelines for regulated industries.
11 years of coding experience
Doctor of Philosophy (Ph.D.), Doctor of Philosophy (Ph.D.) at University of MichiganBachelor’s Degree, Bachelor’s Degree at Nanjing University
English, ChineseGithub contributions (5)
ma-yue/CalvingModel
Jan 2015 - Mar 2018
Contributions:18 commits, 17 pushes, 2 branches in 3 years 2 months
ma-yue/python-lists-lab-data-science-intro-000
Sep 2018 - Sep 2018
Contributions:24 pushes, 1 branch in 1 day
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