Dmitry Kabanov
ML Engineer Python Software Engineer HPC Developer at Available
Münster, North Rhine-Westphalia, Germany
Summary
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Senior🎓
Top SchoolDmitry Kabanov is an experienced ML and scientific software engineer with 14 years of hands-on expertise building high-performance Python systems for research and industry, specializing in NumPy/SciPy and TensorFlow 2/Keras. He bridges theory and practice—earning a PhD in applied mathematics while leading code development for physics-informed ML projects at RWTH Aachen and publishing in Q1 journals. Dmitry has delivered production-focused NLP models for mobile document extraction, improved dataset quality and deployment workflows, and boosted team throughput by instituting SLURM multi-GPU scheduling. Comfortable with low-level optimization in C/C++ and MATLAB as well as data tooling like Pandas and SQL, he prioritizes clean, well-tested code and reproducible experiments. Based in Münster, Germany, he combines academic rigor with practical engineering, and often surfaces subtle preprocessing mismatches between research prototypes and deployed apps.
14 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Applied Mathematics and Computational Sciences, 3.5/4, Doctor of Philosophy - PhD, Applied Mathematics and Computational Sciences, 3.5/4 at King Abdullah University of Science and TechnologySpecialist, Chemical Physics, 4/5, Specialist, Chemical Physics, 4/5 at National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Russian, German, English
Stackoverflow
783reputation
34kreached
4answers
26questions
Github Skills (200)
autocomplete10
vim10
numerics10
mpi-applications10
neural-network10
fundamental10
data-science10
deep-neural-networks10
linear-algebra10
package-management10
python10
code-completion10
mpi4py10
melpa10
emacs-lsp10
Programming languages (21)
Github contributions (5)
dmitry-kabanov/open-interfaces
May 2024 - Mar 2025
Measure 2.2 “Open Interfaces” of the Mathematical Research Data Initiative (MaRDI) project
Contributions:2 PRs, 93 pushes, 58 branches in 10 months
numerical-computationopen-researchopen-sciencescientific-com
dmitry-kabanov/hhpinn
Sep 2021 - Apr 2022
Contributions:319 commits, 8 pushes, 3 branches in 7 months
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