Michael Habeck

Professor at Universitätsklinikum Jena

Göttingen, Lower Saxony, Germany
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Summary

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Michael Habeck is a professor and experienced researcher in probabilistic machine learning with 15 years of scientific and leadership roles across top European institutes. He focuses on Bayesian inference, Markov chain Monte Carlo and probabilistic modeling, translating rigorous biophysics training (PhD) into advanced statistical methods for complex biological data. His career includes leadership positions at the Max Planck Institute and an Emmy Noether group, and he currently holds a professorship at Universitätsklinikum Jena. Michael bridges deep theoretical insight with practical research engineering, having worked in both academic labs (EMBL, Institut Pasteur) and industry as a software engineer early in his career. Based in Göttingen, he combines a physicist’s precision with a computational scientist’s toolkit to tackle inference challenges in biophysics and beyond. Colleagues value his ability to lead groups while staying hands-on with probabilistic algorithms and experimental collaborations.
code16 years of coding experience
job11 years of employment as a software developer
bookDoctor of Philosophy (Ph.D.), Biophysics, Doctor of Philosophy (Ph.D.), Biophysics at University of Regensburg
bookMaster’s Degree, Physics, Master’s Degree, Physics at Heidelberg University
languagesgerman, english, french
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Stackoverflow

Stats
11reputation
805reached
3answers
0questions
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Github Skills (12)

bioinformatics9
algorithms8
quaternions7
opencv6
permutation6
python6
numpy6
euler-angles5
3d4
jena3
inference1
image-analysis1

Programming languages (2)

HTMLPython

Github contributions (5)

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michaelhabeck/spin

Mar 2019 - Nov 2021

Python library for 3d rotations supporting various parameterizations of rotation matrices (axis-angle, exponential map, Euler angles, quaternions).
Contributions:8 commits, 2 PRs, 13 pushes in 2 years 8 months
3deuler-anglespythonquaternions
michaelhabeck/isdhic

Dec 2016 - Mar 2019

Contributions:62 commits, 43 pushes, 1 branch in 2 years 3 months
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