Katarzyna Lewińska
Postdoctoral Researcher at Humboldt-Universität zu Berlin
Berlin, Germany
Summary
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Senior🎓
Top SchoolKatarzyna Lewińska is a remote sensing scientist and postdoctoral researcher with nine years of experience leveraging satellite time series to study ecosystem and climate dynamics, currently based at Humboldt-Universität zu Berlin and affiliated with the University of Wisconsin-Madison. Her expertise centers on optical satellite big-data workflows—transitioning from IDL/ENVI to Google Earth Engine and more recently integrating the FORCE processing engine with R and Python pipelines—to quantify shifts in grassland ground cover fractions and their meteorological drivers. She has applied machine learning classification to agricultural and extensively managed ecosystems and contributed to projects funded by the European Commission, NASA, and DFG. Comfortable working across academia and industry, Katarzyna blends rigorous field- and theory-driven research with production-ready EO processing practices, often optimizing pre-processing control to enable reproducible, large-scale analyses. An investigator who moves fluidly between research institutions and private partners across Europe and the US, she pairs technical depth with collaborative project delivery.
10 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Doctor of Philosophy - PhD at Technische Universität GrazMaster's degree, Master's degree at University of Warsaw
Github Skills (18)
autocorrelation7
temporal5
data-stream4
regression4
data-processing4
agriculture3
monitoring3
big-data3
machine-learning2
python2
earth-observation2
docker1
docker-image1
hydrogen1
buildkit1
Programming languages (5)
Github contributions (5)
kelewinska/Google_Earth_Engine
Feb 2019 - Mar 2022
Contributions:17 commits, 13 pushes, 1 branch in 3 years 2 months
kelewinska/kelewinska.github.io
Sep 2023 - Jun 2026
Contributions:56 pushes in 2 years 9 months
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