Timothy Lee
Staff Machine Learning Engineer at Workday
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolTimothy Lee is an ML engineering leader with nine years of experience building and shipping AI systems for finance, recruiting, and enterprise SaaS. He designs privacy-conscious "masked" ML, recommender systems, Text-to-SQL, and agent tooling that run in production for thousands of customers, and has patents in intelligent accounting workflows. Comfortable across the stack—Spark, Flink, PyTorch, FastAPI, Docker/K8s—he blends R&D with pragmatic deployment and security for sensitive enterprise data. Before focusing on ML he led analytics and engineering efforts in finance and aerospace, giving him uncommon depth in physical systems, accounting workflows, and operational rigor. Based in the Bay Area, he also teaches SQL and enjoys tackling niche domain challenges like teaching LLMs about accruals and goods receipts.
9 years of coding experience
13 years of employment as a software developer
Data Science Immersive, Data Science, Data Science Immersive, Data Science at General AssemblyMaster of Science - MS, Data Science, Master of Science - MS, Data Science at University of San FranciscoUniversity of California, Los Angeles
English
Github Skills (4)
machine-learning7
deep-learning7
tensorflow6
neural-network1
Github contributions (5)
timdavidlee/ds-interview-prep
Feb 2019 - Apr 2019
Contributions:31 commits, 27 pushes, 1 branch in 2 months
timdavidlee/learning-deep
Oct 2017 - Apr 2018
Contributions:54 commits, 4 PRs, 50 pushes in 5 months
notesdeep-learningmachine-learningtensorflowlearning-notes
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