Dominik Stańczak-marikin

Senior Python Developer at T-Mobile Polska

Warsaw, Masovian Voivodeship, Poland
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Summary

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Dominik Stańczak-marikin is a Senior Python Developer with 11 years of experience applying scientific rigor to software for plasma physics, nuclear fusion, and research tooling. He blends production-grade Python and Julia programming with statistical and Bayesian inference to turn simulation and spectroscopic data into actionable insights, including high-performance, parallelized pipelines for Wendelstein 7-X. A proactive open-source contributor, he has improved functionality and testing in the widely used PlasmaPy project and added reproducible Jupyter/Binder integrations to SunPy gallery examples. Comfortable moving between research labs and industry, he also brings hands-on experience in DevOps, Cython optimization, and automating inference without forward models—helping researchers ship reliable, maintainable tools that accelerate discovery.
code11 years of coding experience
job2 years of employment as a software developer
bookBachelor of Engineering - BE, Engineering Physics/Applied Physics, Very good, Bachelor of Engineering - BE, Engineering Physics/Applied Physics, Very good at Warsaw University of Technology
bookGraduate Student, Physics, Graduate Student, Physics at University of Warsaw
languagesEnglish, Polish, Spanish, Italian, German
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2,136reputation
208kreached
80answers
5questions
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python
top-5%
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Github Skills (21)

python10
sphinx10
code-standards10
binder10
sun10
jupyter-notebook10
coding-style10
code-formatting10
unit-testing9
solar8
astrophysics8
astronomy8
linear-algebra7
physics7
dictionary6

Programming languages (20)

C++RustGoPerlHTMLJupyter NotebookKotlinTypeScript

Github contributions (5)

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PlasmaPy/PlasmaPy

Jul 2017 - Jan 2023

An open source Python package for plasma research and education
Role in this project:
userSoftware Engineer
Contributions:7 releases, 756 reviews, 737 commits in 5 years 7 months
Contributions summary:Dominik's contributions focused on improving code quality and functionality within the `plasmapy/plasmapy` repository. They addressed minor fixes, including changes to variable forcing keyword arguments, and performed minor stylistic changes to existing code. Additionally, they added a Species class for a particle stepper, along with example Jupyter notebook usage and minor improvements to the tests for the Plasma class.
physicsheliophysicspythonscienceparticles
sunpy/sunpy

Jul 2019 - Jul 2019

SunPy - Python for Solar Physics
Role in this project:
userFull-stack Developer
Contributions:9 commits, 2 PRs, 17 comments in 1 day
Contributions summary:Dominik primarily focused on integrating Jupyter notebook functionality, specifically through the use of Binder for running gallery examples. They modified the `README.rst` file to include a Binder badge, and updated `conf.py` in the `docs` directory, then reverted the changes. The user also made adjustments to the `.jupyter/jupyter_notebook_config.py` and `changelog` files to further integrate Jupyter notebooks with the project, enhancing the ability to run examples.
physicspythonsolarsimulationpython-3
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Dominik Stańczak-marikin - Senior Python Developer at T-Mobile Polska