Robert Benke
Senior Software Engineer at Gdańsk University of Technology
Wrocław, Lower Silesian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolRobert Benke is a Deep Learning R&D Engineer with nine years of experience blending research-grade mathematics and production-focused software development. Based in Wrocław, he combines roles at Intel and Gdańsk University of Technology, applying advanced ML and data-analysis techniques to real-world problems while teaching and publishing research. His background spans C++ systems for image and signal processing, statistical finance and data analysis, and hands-on ML work in industry startups, reflecting a rare mix of theoretical rigor and practical deployment. Comfortable moving between academia and enterprise, he has tackled everything from PCB fault detection with OpenCV to interpolation algorithms for fluid dynamics, indicating a penchant for mathematically informed engineering.
9 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Financial Mathematics, Bachelor's degree, Financial Mathematics at Gdańsk University of TechnologyMaster's degree, Mathematics and Statistics, Master's degree, Mathematics and Statistics at Technical University of MunichMaster's degree, Mathematics, Master's degree, Mathematics at University of WarsawBachelor's degree, Mathematics, Bachelor's degree, Mathematics at University of PatrasMaster's degree, Mathematics - Data Analysis, Master's degree, Mathematics - Data Analysis at University of Wroclaw
Github Skills (22)
python8
deep-learning8
gpu8
machine-learning8
pytorch7
numpy7
inference7
interpretable-machine-learning7
cuda7
transformer6
gpt6
openai6
gpu-acceleration6
neural-network6
tensor6
Programming languages (3)
Github contributions (5)
Contributions:19 commits, 16 pushes, 1 branch in 5 days
rBenke/InterpretableMachineLearning2018S
Mar 2019 - May 2019
Lecture notes for 'Interpretable Machine Learning' at WUW and UW. Summer semester 2018/2019
Contributions:12 PRs, 20 pushes in 2 months
notesdata-sciencemachinelearningcomputer-visionmachine-learning
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