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PhD Candidate

Institute for Visualisation and Interactive Systems, University of Stuttgart

Part of research group Human-Computer-Interaction and Cognitive Systems led by Prof. Dr. Andreas Bulling

• Interactive Behaviour
• Computer Vision
• Reinforcement Learning

Working Student -- Perception & Cognition

German Aerospace Center (DLR)

Part of perception & cognition group, working on semantic segmentation for real-time navigation robot Rollin' Justin. Collaboration on open-source tool Blender-Proc https://github.com/DLR-RM/BlenderProc.

Working Student -- Data Analytics

Siemens AG

Preprocess and analyze project data, implement data augmentation and fit forecasting for classification models.

Research Assistant -- Machine Learning

University of Stuttgart

Conduct research on learning-based gaze estimation as well as image synthesis such as gaze redirection and generative adversarial networks, including testing state-of-the-art methods, analyzing and developing new models.

Masters

Technical University Munich

Computer Science

• Cognitive Systems
• Machine Learning for Computer Vision
• Reinforcement Learning for Robotics

Bachelors

University of Stuttgart

Computer Science

• Artificial Intelligence
• Machine Learning
• Computer Vision

ConAn: A Usable Tool for Multimodal Conversation Analysis

International Conference on Multimodal Interaction (ICMI)

ConAn is a software tool that integrates multimodal analyses on 360 degree videos of conversations and displays them in a useable graphical user interface (GUI). Modalities include eye gaze, body pose, facial expressions, speaking activity and object tracking.

Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning

Adaptive and Learning Agent Workshop (ALA)

Proposes new method Intention-based Hierarchical Reinforcement Learning (Int-HRL). Tested on the long-horizon, sparse reward task Montezuma's Revenge from the Atari2600 game suite.