Sebastian Gruber
Machine Learning Engineer at LINK2AI GmbH
Frankfurt, Hesse, Germany
Summary
👤
Senior🎓
Top SchoolSebastian Gruber is a machine learning engineer and statistician with eight years of experience focused on uncertainty quantification for trustworthy AI, particularly in high-stakes domains like cancer detection. He combines a strong theoretical grounding from a PhD in Computer Science and an MS/BS in Statistics with hands-on research and engineering roles at institutions such as DKFZ, KU Leuven, Inria, and Siemens. His postdoctoral work and Google Scholar record reflect a rigorous, math-first approach to evaluating and calibrating model predictions, while his industry experience shows he can move research into production workflows. Now at LINK2AI, he continues to bridge academic advances in uncertainty calibration with practical ML systems. An uncommon strength is his track record of collaborating across top research labs and industry teams, enabling both novel methodological contributions and deployable solutions.
8 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Goethe University FrankfurtMaster of Science - MS, Statistics, Master of Science - MS, Statistics at Ludwig-Maximilians-Universität München
Github Skills (47)
r-package10
deep-q-learning10
r9
interpretable-machine-learning9
xai9
python9
machine-learning9
statistics9
gpu9
actor-critic9
q-learning8
actor8
hyperparameter-tuning8
optimization8
bookdown8
Programming languages (5)
Github contributions (5)
SebGGruber/mlrPlayground
Dec 2018 - Apr 2021
Contributions:135 commits, 10 pushes, 3 comments in 2 years 4 months
SebGGruber/pybo
Jan 2021 - Apr 2023
bayesian optimization in python
Contributions:1 PR, 10 pushes in 2 years 3 months
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