Maria Knorps
Senior Principal Data & Machine Learning Engineer
Toruń, Kuyavian-Pomeranian Voivodeship, Poland
Summary
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Rockstar🎓
Top SchoolMaria Knorps is a Senior Principal Data & Machine Learning Engineer with nine years of industry experience and a strong academic background in mathematics and fluid mechanics (PhD). She designs and delivers scalable data and ML architectures, from secure OpenFGA-based authorization models to productionized RAG and agentic GenAI systems. A programming mathematician by inclination, Maria blends deep numerical modelling experience (Fortran/C, HPC) with modern Python/Haskell tooling to industrialize complex ML pipelines. She leads and mentors cross-functional teams, champions open-source (maintainer of FawltyDeps) and shares practical learnings via conference talks and technical blogs. Her work spans research, teaching and product delivery—an uncommon mix that helps her translate theoretical models into maintainable production systems. Based in Toruń, Poland, she’s notable for bringing rigorous academic methods to pragmatic software engineering and accelerating delivery in regulated environments.
9 years of coding experience
14 years of employment as a software developer
Eng. Applied Physics and Energy Conversion, Eng. Applied Physics and Energy Conversion at Gdańsk University of TechnologyDoctor of Philosophy - PhD Fluid Mechanics, Doctor of Philosophy - PhD Fluid Mechanics at Institute of Fluid-Flow Machinery, PAS
Polish, English
Stackoverflow
84reputation
10kreached
1answer
4questions
Github Skills (88)
python10
requirements-txt10
scientific-computing10
ssreflect10
scipy10
algorithms10
pandas9
imports9
manipulation9
probabilistic9
probabilistic-graphical-models9
frame9
data-structures9
data-science9
probabilistic-models9
Programming languages (6)
Github contributions (5)
mknorps/PostProcessingTCF
Jan 2018 - May 2018
Contributions:34 commits, 21 pushes, 1 branch in 4 months
mknorps/RAG-exeperiment
Feb 2024 - Jun 2024
Contributions:12 reviews, 23 PRs, 24 pushes in 3 months
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