Zhiwei Han
Research Assistant at Fortiss
Munich, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolZhiwei Han is a machine learning researcher and PhD candidate at Technical University of Munich with a decade of experience applying theoretical and practical ML to industrial problems from recommendation to predictive maintenance. Currently a research assistant at fortiss GmbH, he focuses on the geometric structure of causal models, graph representations, object-centric learning, and ICA, bridging rigorous theory with deployable solutions. His work includes developing TD-type algorithms for recommendation (NMF-DQN) that improved cold-start performance and prototyping onboard predictive diagnostics for automotive applications. He combines strong academic training (Dr.-Ing. candidate, TUM; M.Sc. with distinction) with hands-on systems work in C++ and parallel computing, and a track record of moving research into industry projects. Colleagues describe him as someone who seeks deep structural understanding of models rather than only empirical gains, which informs both his theoretical analyses and practical implementations.
10 years of coding experience
Dr. -Ing, Electrical Engineering, Dr. -Ing, Electrical Engineering at Technical University of MunichMaster, Elektrotechnik und Elektronik, 1.4/1.0 (german note system, Graduation with distinction), Master, Elektrotechnik und Elektronik, 1.4/1.0 (german note system, Graduation with distinction) at Technische Universität MünchenBachelor of Engineering (B.E.), Electrical Engneering and Automation, 3.8/5.0, Bachelor of Engineering (B.E.), Electrical Engneering and Automation, 3.8/5.0 at Zhejiang University of Technology
German, English, Chinese
Stackoverflow
13reputation
122reached
0answers
1question
Github Skills (39)
lasagne9
theano8
radiance7
docker-image7
chainer7
multiprocessing6
shell6
segment6
flask6
keras6
anaconda6
computer-graphics6
python6
subprocess6
caffe6
Programming languages (2)
Github contributions (5)
356255531/CUDA_Udacity_Exercise
Oct 2016 - Oct 2016
Contributions:54 commits, 50 pushes in 11 days
parallel-programmingparallel
356255531/poppyProject
May 2016 - Jul 2016
Contributions:147 commits, 104 pushes, 1 branch in 2 months
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