Pavlo Stadnikov
Senior Software Engineer at SQUAD
Kyiv, Ukraine
Summary
👤
Senior🎓
Top SchoolPavlo Stadnikov is a senior software engineer based in Kyiv with 13 years of experience building high-load, cloud-native systems and production ML pipelines. He combines deep Python expertise with Go, async I/O, Spark and TensorFlow to design resilient data processing and model training/evaluation services at scale. Pavlo has a strong track record of operational improvements—adding GPU support for model evaluations, zero-downtime Elasticsearch upgrades, and unified image/data pipelines—while routinely automating build and deployment with Docker, Kubernetes and Terraform. His background in mathematical modeling and signal processing informs a pragmatic approach to ML integration and data quality. Colleagues rely on him to bridge research-grade algorithms and reliable production engineering across diverse storage and streaming ecosystems.
13 years of coding experience
14 years of employment as a software developer
Igor Sikorsky Kyiv Polytechnic Institute
English, Ukrainian
Github Skills (21)
python-requests10
python9
kafka9
http9
async-await8
admin-interface8
http-client8
javascript8
asyncio7
scientific-visualization6
aiohttp6
admin6
preprocessing6
science5
feature-engineering5
Programming languages (3)
Github contributions (5)
pawlyk/dotfiles
Sep 2012 - Jan 2020
Contributions:37 commits, 17 pushes in 7 years 4 months
pawlyk/dsml-tools
Jul 2018 - Apr 2025
set of Data Science and Machine Learning tools
Contributions:114 reviews, 293 PRs, 892 pushes in 6 years 9 months
pythonsciencedata-sciencemachine-learningplotting
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