Clayton Thorrez

Member Of The Technical Staff at LMArena

Redmond, Washington, United States
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Summary

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Clayton Thorrez is a data scientist and member of the technical staff with nine years of experience building and deploying ML and NLP solutions across industry and research. He specializes in paired comparison methods for preference modeling, model evaluation, and post-training, and he applies these techniques to esports analytics, including work with EsportsBench datasets. Based in Redmond, Washington, he has held roles at Microsoft as a Data and Applied Scientist, at Apple as Senior Data Scientist, and is currently with LMArena as a Member of the Technical Staff. He combines a strong academic foundation—BSE in Computer Science and Data Science from the University of Michigan and an MS in CS from UMass Amherst—with hands-on production experience delivering scalable ML systems. His GitHub profile reflects a playful, experiment-driven approach to ML, and he contributes to open data and tooling that advance ML workflows. He turns complex preference signals into actionable insights for competitive analytics, bridging theory and real-world impact.
code9 years of coding experience
job8 years of employment as a software developer
bookHillsdale Academy
bookBachelor of Science in Engineering (BSE), Computer Science, Data Science, Bachelor of Science in Engineering (BSE), Computer Science, Data Science at University of Michigan College of Engineering
bookMaster's of Science, Computer Science, 4.0, Master's of Science, Computer Science, 4.0 at University of Massachusetts Amherst
languagesEnglish
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Stackoverflow

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Github Skills (49)

robot10
robotics9
simulation9
openai-gym9
reinforcement-learning8
python38
pytorch7
static-analysis7
linter7
coc-extensions7
rating-system7
pyo37
python7
stylelint7
deep-reinforcement-learning7

Programming languages (4)

RustLuaJupyter NotebookPython

Github contributions (5)

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cthorrez/riix

Jan 2024 - Feb 2025

Contributions:16 releases, 128 pushes, 37 tags in 1 year
cthorrez/cod_scoreboards

Sep 2021 - Jul 2022

Contributions:11 commits, 9 pushes, 1 branch in 10 months
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