Kirill Igumenshchev
Founder at Pearls of Wisdom Labs, Inc.
Berkeley, California, United States
Summary
👤
Senior🎓
Top SchoolKirill Igumenshchev is a founder and applied AI/ML practitioner based in Berkeley with a decade of experience building data-driven products, from white‑box credit models to LLM-focused infrastructure. He repeatedly spins early-stage ventures—privacy compliance workshops, serverless scorecard systems, crypto onramps, and DAO-governed model training platforms—into pragmatic, production-ready solutions that emphasize explainability, scale, and governance. His background spans rigorous academic research in semi-classical quantum dynamics to hands-on engineering: automated SQL-first ML pipelines, NLP, feature engineering, and custom model training/serving. Notably, he designed methods that extract interpretable features from black‑box models and has implemented machine learning pipelines that run entirely in SQL for rapid, permission‑light deployment. Curious and contrarian, he pairs deep technical craft with product instincts and enjoys discussing startups, data, and algorithmic strategy.
10 years of coding experience
8 years of employment as a software developer
certificate English as a second language, certificate English as a second language at Rochester Institute of TechnologyCourseraUdacityPhD Chemistry, PhD Chemistry at University of RochesterMolecular and Biological Physics, Molecular and Biological Physics at Moscow Institute of Physics and Technology (State University) (MIPT)
English, Russian
Stackoverflow
3,953reputation
423kreached
34answers
98questions
Github Skills (10)
opencart-module10
php7
websocket7
gsl6
boost6
opencart6
gnuplot6
pointer6
inheritance6
gnu6
Programming languages (1)
Github contributions (5)
Wolflirik/OrderChat
Apr 2018 - Apr 2020
Заметки для заказов в админку opencart (чат в заказах)
Contributions:11 commits, 1 PR, 8 pushes in 2 years
opencartwebsocketphpopencart-module
Wolflirik/mailer
Nov 2017 - May 2020
Contributions:10 pushes, 1 branch in 2 years 6 months
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