Ludwig Winkler
Senior Research Engineer at Microsoft
Berlin, Germany
Summary
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Senior🎓
Top SchoolLudwig Winkler is a Senior Research Engineer at Microsoft Research’s AI4Science group with eight years of experience bridging geometric ML, diffusion models, and scientific applications. He completed a PhD in Machine Learning at TU Berlin after internships and research roles focused on reinforcement learning, autonomous driving, and geometric approaches to protein design. At Roche he worked on diffusion on manifolds for de novo protein design, reflecting a rare combination of theory-driven research and domain-focused model engineering. Based in Berlin, he maintains a machine learning blog and contributes to open research practices, signaling an emphasis on clear communication of complex ideas. Ludwig’s background in biomedical engineering and applied ML gives him a unique perspective on translating advanced generative models into real-world scientific impact.
8 years of coding experience
7 years of employment as a software developer
Bachelor of Science - BS, Biomedical/Medical Engineering, Bachelor of Science - BS, Biomedical/Medical Engineering at University of Erlangen-NurembergPhD, Machine Learning, PhD, Machine Learning at Technische Universität Berlin
English, French, German, Chinese
Github Skills (92)
python10
tqdm10
telegram10
deep-learning10
gpu10
meter10
gpu-acceleration10
acceleration10
numpy10
argparse10
api10
progress-bar10
ai10
neural-network10
hyperparameter-tuning10
Programming languages (7)
Github contributions (5)
ludwigwinkler/ludwigwinkler.github.io
Apr 2018 - Mar 2025
Ludwig Winklers Github.io
Contributions:7 PRs, 603 pushes, 5 branches in 7 years
ludwighi
ludwigwinkler/pytorch_ProbabilisticLayers
May 2020 - Mar 2021
Bayesian Neural Networks with Parallelized Sampling of LogLikelihood
Contributions:23 commits, 19 PRs, 14 pushes in 10 months
neural-networksmachine-learningbayesian-neural-networksbayesiansampling
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