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Applied Researcher

eBay Inc.

Developing and prototyping production solutions for natural language understanding and NLP at scale.

Research Scientist

Fraunhofer Gesellschaft

Research on applications of AI and prototyped an intelligent mobile radio network using reinforcement learning. Prototyped an intelligent mobile radio network using reinforcement learning in PyTorch.

Student Assistant

RWTH Aachen, Computer Vision Group

Research on multiple object tracking.

Intern

eBay Inc., HLT Group

Implemented a distributed automatic web-based machine translation system and researched neural machine translation.

PhD (Dr. rer. nat.)

RWTH Aachen

Computer Science

• Machine learning for dimensionality reduction of complex and irregular temporal data using TensorFlow

Master of Science

RWTH Aachen

Computer Science

• Computer Vision Artificial Intelligence and Machine Learning
• Thesis on a computer vision system for generic object tracking of multiple traffic participants in the context of autonomous driving

Bachelor of Science

RWTH Aachen

Computer Science

• Artificial Intelligence and Data Mining

Novel Architecture for Gated Recurrent Unit Autoencoder Trained on Time Series from Electronic Health Records Enables Detection of ICU Patient Subgroups

Nature: Scientific Reports

Autoencoder for temporally complex clinical time series data.

HybridML: Open Source Platform for Hybrid Modeling

Computers & Chemical Engineering

Predict COVID-19 spreading and drug concentrations using ODEs driven by neural networks.