Mark Polyak
Team Lead & Senior Data Scientist
Netanya, Center District, Israel
Summary
👤
Senior🎓
Top SchoolMark Polyak is a Team Lead and Senior Data Scientist with over a decade of experience building end-to-end ML systems that span geospatial analytics, real-time computer vision, and large language models. He has led distributed teams to productionize AI across smart city infrastructure, fintech, and martech—delivering platforms for live asset tracking, real-time monitoring, and optimized municipal services using Hadoop, Spark, Kafka, NiFi and GIS. Mark couples deep research experience from a long academic stint with hands-on engineering, having produced practical solutions like LLM-driven personalized marketing, an AI resume generator that analyzes GitHub activity, and CV models that cut operational costs for utilities and hospitality. Comfortable with both leadership and senior IC roles, he is fluent in LLM tooling and fine-tuning, PyTorch, MLOps and computer vision stacks, and is open to remote opportunities in the EU, US, or Israel. An often overlooked strength is his ability to translate complex geospatial and streaming data problems into concise product features that measurably improve city and business operations.
10 years of coding experience
9 years of employment as a software developer
Master of Science (M.Sc.), Automation of Scientific Research and Engineering, 5.0, Master of Science (M.Sc.), Automation of Scientific Research and Engineering, 5.0 at Санкт-Петербургский Государственный Университет Аэрокосмического Приборостроения / Saint Petersburg State University of Aerospace and InstrumentationBachelor of Science (B.Sc.), Computer Science, 5.0, Bachelor of Science (B.Sc.), Computer Science, 5.0 at Saint Petersburg State University of Aerospace and Instrumentation
Russian, English
Github Skills (34)
sqlalchemy10
indico10
pypi10
flask10
python9
1c9
bitrix9
sketchup8
azerothcore8
cjs8
sql8
formatter8
pii8
abaqus8
modular8
Programming languages (8)
Github contributions (5)
markpolyak/datasets
Feb 2022 - Oct 2024
Contributions:9 reviews, 8 PRs, 16 pushes in 2 years 8 months
k43guap/os-course-task3
May 2017 - Apr 2022
ЛР3. Разработка многопоточного приложения в ОС Windows
Contributions:23 commits, 2 PRs, 21 pushes in 5 years
csharpwindows
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