R&D Software Engineer

8/2017 – 10/2017

Enrolled in the Viz Eclipse project: live virtual advertising replacement

Design and development of a deep-learning-based framework for training neural networks and compositing semi-synthetic training data sets

Development of machine learning and computer vision algorithms

Software development and systems integration

CPU and GPU code profiling for realtime applications

R (Programmiersprache), Maschinelles Lernen, Big Data, Data Mining, C++, Python

10/2013 – 4/2015

Research and development of new methods for document image processing and historical handwriting recognition
- 3D tracking and transcription of ancient document images Project management
- Coordination of research projects within the R&D team

R (Programmiersprache), Maschinelles Lernen, Big Data, Data Mining, Projektmanagement (IT), Objektorientierte Software-Entwicklung, C++, Simulink, Python

4/2009 – 10/2013

Research and development of a novel eye-tracking technology used to conduct empirical studies on the learning process in high education
▪ 3d model-based gaze estimation in natural reading ▪ Document image processing and 3D tracking
▪ 3D Tracking of Rigid Objects using Human Drawable Fiduciary Markers Quantitative data analysis and user studies design
▪ Eye-tracking study and statistical and predictive modeling of reading comprehension based on gaze data.
▪ Longitudinal study and data analysis on the effect of a note sharing system on classroom performance.

R (Programmiersprache), Maschinelles Lernen, Data Mining, C++, Simulink, Python, User Experience (UX)