Mateusz Staniak
Teaching Research Assistant at University of Wrocław
Wroclaw Metropolitan Area Poland
Summary
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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.
9 years of coding experience
4 years of employment as a software developer
PhD Mathematics, PhD Mathematics at University of WroclawPhD studies Information Science, PhD studies Information Science at Warsaw University of TechnologyDoktor (Dr) Statistics, Doktor (Dr) Statistics at Hasselt University
English
Github Skills (117)
mass10
exploratory10
lime10
dalex10
classifier10
mass-spectrometry10
r-package10
hypothesis-testing10
interpretable-machine-learning10
data-import10
explainable-artificial-intelligence10
meta-analysis10
svd10
xai10
survival-analysis10
Programming languages (6)
Github contributions (5)
Vitek-Lab/MSstatsBig
Aug 2022 - May 2024
MSstats functionality to handle large DIA datasets. Replaces standard MSstats converters with MSstatsBig converters.
Contributions:4 PRs, 29 pushes, 2 branches in 1 year 9 months
mstaniak/autoEDA-resources
Feb 2019 - Jun 2021
A list of software and papers related to automatic and fast Exploratory Data Analysis
Contributions:134 commits, 5 PRs, 117 pushes in 2 years 4 months
data-analysishypothesis-testingexploratoryrmeta-analysis
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