Anton Belyy
Senior Machine Learning Engineer at Bloomberg
New York, New York, United States
Summary
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Rockstar🎓
Top SchoolAnton Belyy is a Senior Machine Learning Engineer with 14 years of experience building production-grade ML systems across finance, consumer tech, and research settings. He has led work on conversational AI at Bloomberg, credit risk detection at Stripe, and multimodal knowledge-graph and LLM projects at Apple, blending strong engineering discipline with applied research. Known for writing clean, performant code and improving models by improving data, he focuses on scalable, accountable AI pipelines and observable model behavior. His research background from Johns Hopkins in knowledge graph completion and controlled generation informs pragmatic solutions to data and labeling challenges. Anton’s experience spans NLP, ML systems, algorithms, and web development, giving him a rare full-stack view of ML productization. Based in New York, he pairs top academic results with a steady record of shipping impactful, compliance-aware ML features in regulated environments.
15 years of coding experience
8 years of employment as a software developer
Bachelor's degree, Informatics and Applied Mathematics, 3.6 / 4.0, Bachelor's degree, Informatics and Applied Mathematics, 3.6 / 4.0 at ITMO UniversityMaster's degree, Computer Science, 4.0 / 4.0, Master's degree, Computer Science, 4.0 / 4.0 at Johns Hopkins Whiting School of Engineering
English, Russian, Ukrainian
Stackoverflow
3reputation
0reached
0answers
0questions
Github Skills (35)
vp-tree10
nmslib10
python-api10
text-mining10
topic-modeling10
regularizer10
python9
machine-learning9
natural-language-processing9
currency9
unsupervised-learning9
ada9
knn9
haskell8
cardano8
Programming languages (8)
Github contributions (5)
AVBelyy/Rysearch
Feb 2017 - Mar 2022
Exploratory search engine based on hierarchical topic models from BigARTM
Contributions:187 commits, 120 pushes, 9 branches in 5 years 1 month
search-enginetopic-modelsmachine-learningunsupervised-learningtopic-modeling
AVBelyy/AVBelyy.github.io
Oct 2020 - Jan 2025
Contributions:10 pushes, 1 branch in 4 years 3 months
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