Vladimir Starostenkov

Solutions Architect at EPAM Systems

Seattle, Washington, United States
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Summary

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Vladimir Starostenkov is a Solutions Architect based in Seattle with 13 years of experience designing and operationalizing ML systems across enterprise and R&D settings. He combines deep embedded and firmware roots with a modern focus on MLOps, cloud data engineering and production ML—backed by certifications from Databricks, AWS ML Specialty and Google Cloud Data Engineer. At EPAM and Toptal he translates complex data science prototypes into robust, scalable pipelines and deployment patterns, drawing on earlier roles building big data platforms and permissioned blockchain proofs-of-concept. Comfortable across C/C++ firmware, Hadoop/TensorFlow stacks and cloud-native ML tooling, he uniquely bridges low-level performance optimization and high-level ML architecture. Colleagues rely on him for pragmatic architectures that prioritize reproducibility and operational resilience, a skill honed from shipping both embedded devices and distributed ML products.
code13 years of coding experience
job11 years of employment as a software developer
bookControl in Engineering and Organization Systems, Control in Engineering and Organization Systems at Institute for Control Sciences RAS
bookBSc, Applied Mathematics and Physics, BSc, Applied Mathematics and Physics at Moscow Institute of Physics and Technology (State University) (MIPT)
languagesEnglish, Russian
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Stackoverflow

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Github Skills (22)

tensorflow-addons7
python7
machine-learning6
trading6
neural-network5
blockchain5
tensorflow5
deep-learning5
insurance4
pdf-parser2
torque2
batch2
sgx1
intel-sgx1
kubernetes1

Programming languages (2)

GoPython

Github contributions (5)

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olegabu/catbond

Aug 2016 - Aug 2016

Bond issuance and trading on blockchain
Contributions:21 commits, 17 pushes in 3 days
blockchaintrading
VladimirStarostenkov/netting

Aug 2016 - Sep 2016

Contributions:7 pushes, 1 branch in 27 days
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