Kathy Ge
Senior Software Engineer at Uber
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolKathy Ge is a Senior Software Engineer in San Francisco with 11 years of experience building ML-driven systems for large-scale marketplaces and recommendations. At Uber she has focused on courier pricing, simulation and experimentation, and previously held applied scientist roles developing ranking and personalized recommendation models. Her background includes data science and engineering at Shopify where she worked on large-scale product categorization and a prototype integration with Uber’s Hudi, reflecting comfort with both modeling and data infrastructure. Kathy also taught AI and machine learning courses at the University of Toronto, translating research topics like MCTS and bandits into hands-on instruction. She combines strong academic foundations (Master’s in Computer Science, U of T) with production-first delivery, bridging research, data pipelines, and pricing experimentation. Colleagues would note her pattern of moving between model development and systems work, making her effective at turning ML research into scalable product features.
11 years of coding experience
6 years of employment as a software developer
Master’s Degree Computer Science, Master’s Degree Computer Science at University of Toronto
French, English
Github Skills (7)
stream-processing10
data-integration9
incremental-processing9
spark9
big-data8
apache-flink8
hadoop8
Programming languages (2)
Github contributions (5)
gekath/reacher
Jan 2017 - Jan 2017
Contributions:4 commits, 3 pushes, 1 branch in 1 day
gekath/heuristic-search
Oct 2016 - Oct 2016
Contributions:137 pushes, 1 branch in 4 days
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