Experience

tracetronic GmbH

• Germany
• Motor Vehicle Manufacturing
• 100 - 200 Employee

• Software-Entwickler

  • Jan 2023 - Present

  I work collaboratively within the team at the innovative company TraceTronic, acquiring diverse vehicle data sources and developing data-driven services, including anomaly detection. In this role, I utilize Python, AWS, and Pandas to generate meaningful insights and valuable solutions. I work collaboratively within the team at the innovative company TraceTronic, acquiring diverse vehicle data sources and developing data-driven services, including anomaly detection. In this role, I utilize Python, AWS, and Pandas to generate meaningful insights and valuable solutions.



Helmholtz-Zentrum Dresden-Rossendorf (HZDR)

• Germany
• Research Services
• 200 - 300 Employee

• AI Research Scientist

  • Sep 2020 - Jan 2023

  I conducted extensive research in AI-driven Plasma Physics, High-Performance Computing, Surrogate Models, and Physics-Informed Neural Networks. Presented my results at top class conferences and workshops such as Helmholtz AI Con (2021, 2022), Machine Learning and Supercomputing (SC 2021), PyTorch Conference (2022), Smoky Mountains Computational Sciences and Engineering (2020), Machine Learning and the Physical Sciences 2022 workshop(NeurIPS 2022) I developed a framework to solve partial differential equations with Neural Networks. This code ran on large HPC systems with 180 GPUs in parallel. https://github.com/Photon-AI-Research/NeuralSolversYou find my publications at my scholar profile: https://scholar.google.com/citations?user=nOtYbWMAAAAJ&hl=de Show less

• Student Assistant

  • Apr 2017 - Aug 2020

  Deep learning for phase retrieval, Physics-informed neural networks, Surrogate modelsStudent thesis: Phase retrieval on small angle X-Ray scattering images with deep learning(1.7)Student project: Physics-informed neural networks for the quantum-harmonic oscillator (1.3)Diploma thesis: Improvement of physics-informed neural networks (1.2)



Technische Universität Dresden

• Germany
• Research
• 700 & Above Employee

• Student assistant

  • Sep 2016 - Mar 2017

  Supervising project. Development of OOP software in Java and the web-development framework Spring. Supervising project. Development of OOP software in Java and the web-development framework Spring.



Fraunhofer IVI

• Germany
• Research
• 100 - 200 Employee

• Student assistant

  • Apr 2015 - Mar 2017

  Developing a Java starter suite in C++. Implementing a LDAP based Single Sign On in Java. Developing a Java starter suite in C++. Implementing a LDAP based Single Sign On in Java.