Christopher Endemann
Research Cloud Consultant at UW-Madison Division of Information Technology (DoIT)
Madison, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolChristopher Endemann is a Research Cloud Consultant who blends a decade of hands-on AI/ML research with cloud infrastructure expertise to help UW–Madison researchers move experiments into scalable, reproducible workflows on AWS, Azure, and GCP. Rooted in a neurobiology background, he brings deep practical experience analyzing high-dimensional neuroimaging and electrophysiological data, which informs his careful approach to signal, noise, and modeling trade-offs. He builds community and capacity across campus—running ML+X, coordinating a semester-long Machine Learning Marathon, and teaching applied workshops—to make AI/ML training and tools durable and usable in real research settings. Equally comfortable with high-performance computing and applied ML, he focuses on responsible, collaborative systems that bridge local experimentation and research-scale deployment.
10 years of coding experience
9 years of employment as a software developer
Bachelor of Science - BS, Major in Neurobiology & Psychology; Certificate in Computer Science, Bachelor of Science - BS, Major in Neurobiology & Psychology; Certificate in Computer Science at University of Wisconsin-Madison
Spanish, English
Stackoverflow
115reputation
2kreached
1answer
5questions
Github Skills (71)
alpha10
digital-humanities9
intermediate9
sklearn9
text-analysis9
logistic-regression9
interpretable-machine-learning9
software-design8
roster8
clustering8
python8
regression8
stable8
pca8
trading7
Programming languages (8)
Github contributions (5)
carpentries-incubator/ML_with_AWS_SageMaker
Oct 2024 - Mar 2025
Contributions:237 pushes, 3 branches in 4 months
carpentries-incubator/fair-explainable-ml
Jan 2024 - Feb 2025
Fair and explainable ML workshop
Contributions:7 PRs, 225 pushes, 3 comments in 1 year
aiartificial-intelligencemachine-learningmlpython
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