Vladimir Starostenkov
Solutions Architect at Toptal
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolVladimir 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.
13 years of coding experience
11 years of employment as a software developer
Control in Engineering and Organization Systems, Control in Engineering and Organization Systems at Institute for Control Sciences RASBSc, Applied Mathematics and Physics, BSc, Applied Mathematics and Physics at Moscow Institute of Physics and Technology (State University) (MIPT)
English, Russian
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (32)
six8
extraction8
tensorflow-addons7
pdf-files7
data-extraction7
pdfminer6
pdf6
parser6
python6
mupdf5
pdf-parser5
deep-learning5
machine-learning5
insurance4
neural-network4
Programming languages (1)
Github contributions (5)
olegabu/catbond
Aug 2016 - Aug 2016
Contributions:21 commits, 17 pushes in 3 days
ethereumblockchaintradingbondcryptocurrency
VladimirStarostenkov/netting
Aug 2016 - Sep 2016
Contributions:7 pushes, 1 branch in 27 days
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