Mateusz Staniak
Teaching Research Assistant at Comarch
Wroclaw Metropolitan Area Poland
Summary
👤
Senior🎓
Top SchoolMateusz Staniak is a teaching and research-focused data scientist with nine years of experience at the intersection of statistics, machine learning and R-based software engineering. He leads an NCN-funded project on protein inference and quantification, develops scalable R packages for mass spectrometry analysis (notably as lead developer on MSstats and MSstatsConvert), and consults on bioinformatics and industry projects. Comfortable with both research and production, he combines PhD-level math/statistics training with hands-on cloud-based testing and deployment (AWS, Docker) to ensure performance and modularity. He teaches R regularly, co-organizes the local R user group in Wrocław, and contributes open-source tools that bridge theoretical methods and applied proteomics. An interesting facet of his profile is the blend of deep probabilistic research (e.g., SLOPE method and autoregressive processes) with practical ML explainability and package engineering across academia and industry.
10 years of coding experience
7 years of employment as a software developer
MSc Mathematics, MSc Mathematics at University of WrocławPhD Natural Sciences, PhD Natural Sciences at Uniwersytet WrocławskiDoktor (Dr) Statistics, Doktor (Dr) Statistics at UHasselt
English
Github Skills (90)
mass10
dalex10
classifier10
automation10
bioconductor10
labeling10
r10
mass-spectrometry10
language-agnostic10
iml10
r-package10
eda10
interpretable-machine-learning10
data-import10
explainable-artificial-intelligence10
Programming languages (6)
Github contributions (5)
Vitek-Lab/MSstatsConvert
Feb 2020 - Dec 2022
Converter functions for the MSstats package
Contributions:1 release, 15 reviews, 486 commits in 2 years 10 months
mass-spectrometrymsstatsproteomicsdata-importconverter
mini-pw/2019L-WUM
Feb 2019 - Jun 2019
Wstęp do uczenia maszynowego - laboratoria
Contributions:188 PRs, 229 pushes, 2 branches in 3 months
laboratoria
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