Yegór Kryukov
Senior Lead Machine Learning Engineer (IC) at Capital One
Washington, District of Columbia, United States
Summary
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Senior🎓
Top SchoolYegór Kryukov is a seasoned Senior Lead Machine Learning Engineer with eight years of experience building enterprise-grade GenAI platforms and ML tooling, currently based in Washington, DC. At Capital One he designed and secured approval for a Guardrails SDK, led a company-wide GenAI SDK ecosystem that cut time-to-first-call from days to seconds, and architected a modality-agnostic embeddings engine that reduced training timelines from months to days. He has a strong track record delivering high-impact ML products across finance, government, and public-sector consulting—contributing to fraud/scam detection, RAG deployments, semantic search, and an FDA surveillance pipeline processing thousands of documents daily. Yegór blends deep engineering (PyTorch Lightning, Kubeflow, SageMaker) with platform thinking, mentorship, and product-focused innovation, including a filed patent for agentic SDK generation. Past roles show a pattern of technical leadership in constrained environments and measurable operational gains—from automating call centers to scaling national disease surveillance systems—demonstrating rare cross-domain fluency beyond core ML.
8 years of coding experience
18 years of employment as a software developer
Data Analytics, Data Analytics at The George Washington UniversityB.S., Computer Science and Information Technologies, 81, B.S., Computer Science and Information Technologies, 81 at Tashkent University of Information Technologies
Russian, English
Github Skills (51)
kubernetes10
artificial-intelligence10
recommendation-engine10
recommendation-system10
python10
machine-learning10
deep-learning10
ai10
recommender-system10
ranking10
jupyter-notebook10
rating10
recommender10
data-science9
microsoft9
Programming languages (7)
Github contributions (5)
yegorkryukov/yegorkryukov.github.io
May 2018 - Sep 2021
Contributions:6 PRs, 73 pushes, 1 branch in 3 years 4 months
yegorkryukov/project_2ML
Jun 2018 - Jul 2018
Contributions:35 commits, 29 pushes, 2 branches in 1 month
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