Anton Polishko
Founder & CTO at PolyAgent
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAnton Polishko is a founder and CTO with 12 years of experience building large-scale AI and simulation infrastructure, currently leading Principle to stress-test business decisions using digital twins and military wargaming techniques. Previously at Google/YouTube he scaled an agent platform for recommender-system experiments that contributed to a SIGIR 2024 publication on user simulation. He designs multi-actor, adversarial simulations that compress what once required 100-person war rooms into hours, and he leads AI infrastructure, simulation architecture and model development for both startup and research settings. Anton holds a PhD in Computer Science and has published work on Ukrainian language models recognized by GIJN in 2025, reflecting a blend of rigorous research and applied ML. Active in cloud and open-science communities (CoronaWhy, ML R&D infrastructure), he pairs deep algorithmic background with product-focused engineering and a knack for turning research-grade techniques into deployable business tools. Based in San Francisco, he combines academic pedigree with venture-backed startup execution.
12 years of coding experience
12 years of employment as a software developer
Unbank.Ventures FinTech IncubatorDoctor of Philosophy (PhD) Computer Science, Doctor of Philosophy (PhD) Computer Science at University of California, RiversideStartup School OnlineM.S. with Honors Applied Mathematics, M.S. with Honors Applied Mathematics at Taras Shevchenko National University of Kyiv
Stackoverflow
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0reached
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Github Skills (131)
hugo-theme10
language-model10
python10
automation10
aws-s310
webscraping10
falcon10
ai10
transformer10
evaluation-framework10
gpt10
git10
netlify10
llama10
plaidml10
Programming languages (14)
Github contributions (5)
CoronaWhy/awesome-CoronaWhy
Mar 2020 - Nov 2020
COVID-19 resources CoronaWhy community is using
Contributions:1 review, 18 commits, 1 PR in 7 months
antonpolishko/PuFFIN
Oct 2013 - Jun 2020
Contributions:27 commits, 9 pushes, 4 branches in 6 years 9 months
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