Mark Vinogradov
Senior Software Engineer at Sema
Tbilisi, Georgia
Summary
👤
Senior🎓
Top SchoolMark Vinogradov is a Senior Software Engineer with 11 years of experience building full-stack web applications and production ML tooling, blending Python backends (Celery), React frontends, and orchestration via Kubernetes, Helm, and Airflow. He has shipped scalable data and ML infrastructure at startups and scaleups—designing DB migration tooling, ML model quality monitoring with Spark on GCP, and crowd-sourced image annotation pipelines for supervised/semi-supervised vision. Notable work includes agritech ML systems used by ~100k users and a soil-sampling method that became a key commercial feature in LATAM, plus cost- and performance-driven refactors that cut AWS costs by ~43% while improving pipeline speed. Comfortable across system design, async CPU-heavy schedulers, gRPC/LangChain integrations and monitoring, he combines hands-on implementation with product-focused outcomes. Based in Tbilisi, he pairs an MS in Data Science with a background in low-shot image recognition and practical experience taking ML services from prototype to pilots with major enterprise customers.
11 years of coding experience
7 years of employment as a software developer
Master of Science - MS Data Science, Master of Science - MS Data Science at Skolkovo Institute of Science and TechnologyBachelor's degree Computer Science, Bachelor's degree Computer Science at Moscow Institute of Physics and Technology (State University) (MIPT)
English, Russian
Stackoverflow
367reputation
15kreached
6answers
9questions
Github Skills (65)
refactoring10
ui-designer9
conda-build9
python9
linter9
pre-commit-hook9
django8
telegram-bot8
package-management8
conda8
git8
android7
libgdx7
telegram6
databases6
Programming languages (12)
Github contributions (5)
marqueewinq/popug-task-tracker
Sep 2022 - Oct 2022
A training project for Async Architecture course 2022
Contributions:26 commits, 9 PRs, 23 pushes in 1 month
async
marqueewinq/edh-pairings
Oct 2024 - May 2026
Contributions:3 reviews, 2 PRs, 11 pushes in 1 year 7 months
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