Mei Todaka
Data Scientist (Senior Member Of Technical Staff)
Salt Lake City Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolMei Todaka is a senior Data Scientist with 8+ years applying math and operations research to high-tech manufacturing, currently shaping design embeddings and optimization at Micron. She blends deep expertise in GNNs, deep reinforcement learning, and distributed GPU computing with a track record of taking systems from concept to production—ranging from line prioritization and capacity modelling to RL-driven scheduling simulators. Mei has repeatedly translated novel academic ideas (e.g., capacity reliability, purge-out time) into deployed tools that influence senior management decisions and fab operations. Based in Salt Lake City, she pairs rigorous quantitative modeling with practical engineering—often instrumenting large-scale simulations via Rapids/Dask and Ray to make hidden system behaviors visible.
8 years of coding experience
22 years of employment as a software developer
Bachelor of Science - BS Mathematics, Bachelor of Science - BS Mathematics at Yamaguchi UniversityMaster's degree Operations Research, Master's degree Operations Research at University of Tsukuba
English, Japanese
Github Skills (14)
python5
deep-learning5
graph5
machine-learning4
pytorch4
data-science2
kaggle2
data-visualization2
fintech2
plotly2
dashboard2
plotly-dash2
recursion2
documentation1
Programming languages (2)
Github contributions (5)
meitetsu3/PiecewiseLinearRegression
Aug 2018 - Nov 2018
Contributions:24 commits, 18 pushes, 1 branch in 2 months
meitetsu3/AAE
Nov 2017 - Dec 2017
Contributions:61 pushes in 25 days
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