I am an Applied ML Scientist at Amazon Alexa, working on NLP and Question Answering. Prior to that in my PhD I worked on ML for rendering and analysis of scientific data. I focused on self-supervised methods and had 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
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).