Mateusz Bednarski
IT Expert (Natural Language Processing Data Science)
Greater Poland Voivodeship
Summary
👤
Senior🎓
Top SchoolMateusz Bednarski is an experienced NLP and data science engineer with a decade of delivering ML solutions at Roche, where he progressed from integration and Java development to designing, deploying, and mentoring teams on production-grade NLP models. He specializes in multilabel classification, NER, clustering and information extraction using Python, PyTorch, transformers and spaCy, and has hands-on experience with Slurm clusters and model integration via Flask/Swagger. Mateusz blends research-minded curiosity—regularly evaluating papers and vendors for real-world feasibility—with pragmatic architecture and coding standards to move prototypes into validated production. He also teaches data science, signaling a talent for translating complex concepts into practical skills, and maintains a no-nonsense deep-tech blog that emphasizes substance over hype.
10 years of coding experience
4 years of employment as a software developer
Engineer's degree, Computer Science, Engineer's degree, Computer Science at Politechnika Poznańska
English
Stackoverflow
788reputation
79kreached
13answers
10questions
Github Skills (106)
python10
classifier10
deep-learning10
transformer10
nlp10
natural-language-processing10
pytorch10
machine-learning10
speech-recognition10
jax9
allegro9
transformers9
lime9
language-model9
bert9
Programming languages (7)
Github contributions (5)
mbednarski/xdlang
Apr 2022 - May 2022
A simple, experimental programming language using AI-based compiler!
Contributions:50 commits, 26 pushes, 3 branches in 1 month
compilerllvmprogramming-language
fralik/overcome-the-chaos
May 2017 - Oct 2018
Contributions:18 commits in 1 year 4 months
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