Luke Madaus

AI Senior Scientist at University of Wisconsin-Madison

Madison, Wisconsin, United States
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Summary

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Luke Madaus is an AI Senior Scientist with 11 years of experience applying data engineering, numerical modeling, and statistical analytics to climate and weather risk products. He has led multidisciplinary teams from research to cloud-deployed products, most recently architecting AI solutions for renewable energy at RWE and previously leading Jupiter Intelligence’s ClimateScore Global. Trained as an atmospheric scientist with a PhD from the University of Washington and postdoctoral work at NCAR, he blends rigorous data-assimilation expertise with practical product delivery. Based in Madison, WI, he maintains academic ties as an Honorary Fellow at UW-Madison, enabling cross-pollination between industry-grade climate analytics and cutting-edge research. Known for turning dense observational and model data into actionable risk insights, he thrives on bridging the gap between convective-scale meteorology and scalable AI-driven products.
code11 years of coding experience
job15 years of employment as a software developer
bookDoctor of Philosophy (PhD), Atmospheric Sciences, Doctor of Philosophy (PhD), Atmospheric Sciences at University of Washington
bookBachelor’s Degree, Meteorology; Mathematics, Bachelor’s Degree, Meteorology; Mathematics at University of Oklahoma
languagesEnglish, Spanish
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Stackoverflow

Stats
11reputation
4kreached
1answer
0questions
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Github Skills (32)

weather-data9
weather8
meteorology8
python7
anaconda6
netcdf6
python-scripts6
zarr6
datasets6
hail6
siphon5
chunked5
pandas5
storm5
thredds4

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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lmadaus/pyWRFDART

Jul 2015 - Jun 2017

Contributions:4 PRs, 27 pushes, 6 branches in 1 year 11 months
assimilationpythondartwrfdata-assimilation
lmadaus/efa_xray

Apr 2015 - Jul 2016

Contributions:32 commits, 12 PRs, 26 pushes in 1 year 3 months
ensemblexarray
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Luke Madaus - AI Senior Scientist at University of Wisconsin-Madison