Rostyslav Shevchenko
Senior Research Engineer at Tools for Humanity
Munich, Bavaria, Germany
Summary
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Senior🎓
Top SchoolRostyslav Shevchenko is a Senior Research Engineer with 11 years of experience building and productionizing advanced computer vision and multi-modal deep learning systems, particularly for geospatial imagery and edge deployment on drones. He combines a strong research background—PhD-level expertise in elementary particle physics and years contributing to CMS at CERN and ZEUS at DESY—with practical engineering skills in serverless, large-scale ML on AWS. Known for end-to-end prototyping, he has shipped custom models to constrained hardware and led foundational-model research applied to niche domains. His early work on Monte Carlo generator tooling (including contributions to the widely used cms-sw/genproductions repository) reflects deep competence in simulation and big-data pipelines. A seasoned international speaker and creative problem solver based in Munich, he thrives at the intersection of experimental science and deployable ML systems.
11 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy - PhD Elementary Particle Physics, Doctor of Philosophy - PhD Elementary Particle Physics at University of HamburgIgor Sikorsky Kyiv Polytechnic Institute
Stackoverflow
201reputation
6kreached
12answers
0questions
Github Skills (15)
simulations10
simulation10
pow10
high-energy-physics10
python10
monte-carlo10
configuration-management9
dir7
cell6
pandas6
assign6
aws-cloudformation6
amazon-web-services6
aws-step-functions6
dataframe6
Programming languages (1)
Github contributions (5)
cms-sw/genproductions
Sep 2017 - Feb 2018
Generator fragments for MC production
Role in this project:
Backend Developer
Backend DeveloperContributions:23 commits, 7 PRs, 6 comments in 4 months
Contributions summary:Rostyslav contributed to the configuration and generation of Monte Carlo production fragments. The commits involved modifying Python configuration files to set up generator filters using Pythia8 for specific physics processes, particularly focusing on Higgs boson production and decay. Furthermore, the user updated a hadronization fragment, adding settings for Pythia and Powheg. Additional commits involved reorganizing Powheg Higgs card files.
productionfragments
desy-cms/analysis
Oct 2015 - May 2017
Contributions:274 commits, 19 PRs, 38 pushes in 1 year 7 months
cmsanalysis-framework
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