Ekaterina Avdeeva
Physics Expert at Mercor
Novosibirsk, Novosibirsk Oblast, Kazakhstan
Summary
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Senior🎓
Top SchoolEkaterina Avdeeva is a physics-trained data scientist with 11 years of experience applying rigorous, data-driven methods from particle physics to industry problems like dynamic pricing, fraud detection, and AI training data for particle physics. She holds a PhD in Particle Physics and has deep hands-on experience with statistical tools and scientific software (ROOT, Python, scikit-learn, statsmodels) gained through LHC research and production data projects. As a self-employed tutor and consultant she translates complex quantitative concepts into teachable materials and practical analyses, while currently annotating particle-physics datasets for AI at Mercor. Her background blends experimental detector calibration and measurement with production ML pipelines, giving her a rare ability to validate models against physical realism as well as business impact.
11 years of coding experience
16 years of employment as a software developer
PhD, Particle Physics, 3.67 (out of 4.00), PhD, Particle Physics, 3.67 (out of 4.00) at University of Nebraska-LincolnMaster's degree, Particle Physics, 4.85 (out of 5.0), Master's degree, Particle Physics, 4.85 (out of 5.0) at Novosibirsk State University (NSU)
English, Russian
Github Skills (4)
cms10
cockpit10
edtech10
backbonejs10
Programming languages (1)
Github contributions (5)
eavdeeva/usercode
Jan 2015 - Jun 2017
Contributions:1 PR, 78 pushes, 1 branch in 2 years 5 months
python
eavdeeva/ThesisTextWg
Jun 2016 - Sep 2017
Contributions:210 pushes, 1 branch in 1 year 2 months
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