2014 - Present
PhD Student, University of Bonn
Researcher in the field of video analytics and action recognition.
Research focus on temporal action segmentation and action labeling for long, untrimmed videos containing multiple action instances.
2011 - 2014
Master's Degree, RWTH Aachen University
Thesis: Improved Optimization of Neural Networks
Implementation of a neural network module for the speech recognition software RASR; design, analysis, and evaluation of a novel optimization algorihm called mean-normalized stochastic gradient descent (MN-SGD)
2008 - 2011
Bachelor's Degree, RWTH Aachen University
Thesis: Optimization of Log-linear Models and Online Learning
Analytical and empirical evaluation of various optimization methods for log-linear models.