Dishi Liu
Data Scientist
Greater Freiburg Area Germany
Summary
👤
Senior🎓
Top SchoolDishi Liu is a Data Scientist with 10 years of experience applying numerical modeling, uncertainty quantification, and machine learning to industrial and research problems across aerospace, academia, and life sciences. With a PhD in Computational and Applied Mathematics from TU Braunschweig and roles at DLR, TU Braunschweig, tsenso, and Bayer, he bridges rigorous mathematical foundations and production-ready ML solutions. He specializes in surrogate modeling and uncertainty-aware algorithms, turning complex simulations into efficient, deployable models. Based in the Greater Freiburg Area, he combines deep research experience with practical engineering to drive data-driven decision making in regulated, high-stakes domains. An uncommon asset is his long trajectory from civil engineering through advanced computational mathematics, giving him a rare blend of applied engineering intuition and formal numerical expertise.
10 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD, Computational and Applied Mathematics, very good, Doctor of Philosophy - PhD, Computational and Applied Mathematics, very good at Technische Universität Carolo-Wilhelmina zu BraunschweigMaster's degree, Computational and Applied Mathematics, A+, with first class honer, Master's degree, Computational and Applied Mathematics, A+, with first class honer at Lincoln University (NZ)Bachelor's degree, Civil Engineering, Bachelor's degree, Civil Engineering at Huazhong University of Science and Technology
English, German, Chinese
Github Skills (15)
fft8
toolbox7
python7
duolingo6
ctp6
git-repository5
covariance-matrix1
kriging1
tla1
covariance1
matrix1
ssreflect1
fsm-library1
dfa1
julia1
Programming languages (2)
Github contributions (5)
distone/ttpy
Apr 2018 - Sep 2018
Python implementation of the TT-Toolbox
Contributions:6 pushes, 1 branch in 5 months
pythonttkpython-implementationtoolboxsetuptools
distone/TT-Toolbox
Jul 2020 - Jul 2020
The git repository for the TT-Toolbox
Contributions:4 pushes in 7 days
toolboxgit-repository
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