I am an Applied Scientist at Zalando and develop ML methods that help people find well-fitting clothes. Before this, I worked on NLP and Question Answering at Amazon Alexa. During my PhD, I researched ML for rendering and analysis of scientific data, focusing on self-supervised methods and having occasional encounters with generative image models, style transfer and reinforcement learning. Additionally, I have solid software development skills and 3+ years of industry experience.
Machine Learning
Software Development
PhD Computer Science, 2022
University of Stuttgart
M.Sc. Computer Science, 2017
University of Stuttgart
B.Sc. Automatic Systems, 2014
Kaliningrad Technical
Working on NLP, Question Answering and Ranking.
Researching Machine Learning approaches to visualization and analysis of scientific data (see publications). Teaching practical Master courses and supervising Master theses.
Scientific Visualization
Self-Supervised Learning
Convolutional Networks
Human + ML
High-Performance Computing
Python (Numpy, Pytorch, Keras, Tensorflow)
C++ (MPI, CUDA)
A part-time web-development job during my Master studies (20h/week).
A part-time web-development job during my Master studies (20h/week).