Adam Stelmaszczyk

Research And Teaching Assistant at Politechnika Warszawska

Warsaw, Masovian Voivodeship, Poland
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Summary

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Senior
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Top School
Adam Stelmaszczyk is a Research and Teaching Assistant and seasoned machine learning engineer with 13 years of experience building scalable ML and data platforms across academia, fintech, and cloud-native environments. He led the MLOps buildout for PKO BP—taking a platform from prototype to supporting 100+ data scientists—debugging and contributing fixes upstream (e.g., an MLflow concurrency bug) while working extensively with GCP, Kubernetes, Terraform and ML tooling. His background spans terabyte-scale data pipelines, IP classification and probe networks, ads optimization experiments, and deep reinforcement learning research, blending rigorous experimentation with production-grade deployment. Comfortable in both research and hands-on engineering roles, he has a history of reproducible documentation, mentoring, and cross-team process improvements. Based in Warsaw, he pairs advanced technical depth (Master’s-level CS and PhD work in deep RL) with practical impact in highly secured, regulated settings.
code12 years of coding experience
job9 years of employment as a software developer
bookMaster's degree Computer Science, Master's degree Computer Science at Warsaw University of Technology
book1 year of PhD in Deep Reinforcement Learning - stopped Computer Science, 1 year of PhD in Deep Reinforcement Learning - stopped Computer Science at University of Warsaw
bookEngineer's degree Computer Science, Engineer's degree Computer Science at University of Malta
languagesEnglish, Polish
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Github Skills (155)

python10
gymnasium10
deep-learning10
optimization10
caffe10
neural-network10
q-learning10
reinforcement-learning10
java10
tensorflow10
machine-learning10
tree-search10
c-library10
ml9
forloop9

Programming languages (10)

JavaC++ShellCScalaJavaScriptWebAssemblyXSLT

Github contributions (5)

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karp157/CoCLauncher

Jan 2015 - Jan 2015

Contributions:68 commits, 65 pushes, 1 branch in 26 days
AdamStelmaszczyk/edami

May 2013 - Jan 2020

Contributions:34 commits, 5 pushes in 6 years 8 months
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Adam Stelmaszczyk - Research And Teaching Assistant at Politechnika Warszawska