Gena Kukartsev

Senior Machine Learning Engineer at unitQ

Camas, Washington, United States
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Summary

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Senior
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Top School
Gena Kukartsev is a Senior Machine Learning Engineer with over 20 years of data-driven research experience and a decade focused on production ML systems and team leadership. He designs and ships deep learning and transformer-based models for natural language, speech recognition (including children’s speech), and educational technology, taking solutions from research prototypes through ETL, cloud deployment, and operational support. He led and scaled ML teams at startups and enterprise companies, built core TensorFlow models powering a virtual reading tutor used in schools across 49 states, and holds two EdTech patents. Earlier in his career he conducted experimental particle physics research at LBNL, CERN, Fermilab and SLAC, publishing in top journals and discovering a rare heavy-flavor process—an uncommon research-to-product trajectory that informs his rigorous approach to model validation. Currently based in Camas, WA, he focuses on customer feedback analysis and cloud-native ML services that translate natural language into actionable quality insights.
code10 years of coding experience
job22 years of employment as a software developer
bookDoctor of Philosophy (Ph.D.), Physics, Doctor of Philosophy (Ph.D.), Physics at University of California, Berkeley
bookBsc., Msc., Physics, Bsc., Msc., Physics at Novosibirsk State University (NSU)
languagesRussian, English
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Stats
1,605reputation
282kreached
15answers
3questions
Badges
python
top-5%
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Github Skills (15)

python9
64-bit6
pandas6
windows6
seaborn6
apache6
librosa6
numpy6
pyodbc6
matplotlib6
django6
face4
face-recognition3
face-detection2
computer-vision2

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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kukarzev/howto

Nov 2016 - Dec 2021

Contributions:43 commits, 3 PRs, 58 pushes in 5 years 2 months
kukarzev/web

Jul 2018 - Apr 2023

Contributions:14 pushes, 1 branch in 4 years 9 months
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Gena Kukartsev - Senior Machine Learning Engineer at unitQ