Education

• Ph.D in Computer Vision, Mannheim University Chair of Machine Learning in cooperation with the Competence Center High Performance Computing, Fraunhofer ITWM, 2025 (expected)
• Visiting Researcher, Tampere University, Finnland, 2024
• M.S. in Business Informatics, Mannheim University, 2021
• B.S. in Business Informatics, DHBW (Duale Hochschule Baden-Württemberg), 2018

Work experience

• Sep. 2018 - Apr. 2021, ML Software Developer (Part-time)
  • SAP SE, Walldorf, Germany
  • Responsibilities: Machine Learning Department for Document Information Extraction. Extracting relevant information from unstructured data (mostly pictures or PDFs) with various machine learning techniques.
• May. 2017 - Aug. 2017, Corporate Student
  • SAP SE, Singapore, Singapore
  • Responsibilities: Machine Learning Cash-Application Department for automated invoice receipt matching. The data analysis for new a business-to-business use case for automated invoice receipt matching.
• Sep. 2015 - Aug. 2018, Corporate Student
  • SAP SE, Walldorf, Germany
  • Responsibilities: Changing every three months between different departments (UI, Machine Learning, Basic SAP)

Teaching

• Feb 2024 - Aug 2024, Seminar: LLMs and Foundation Models für Computer Vision, Mannheim University, Germany
• Oct 2021 - Apr 2022, Seminar: Domain Adaptation and Generalization, Siegen University, Germany
• May 2011 - May 2015, Sommerakademie - Mathe NRW, Kranenburg, Germany
  • Teaching undergraduate students in mathematical topics for a week during summer break. Most topics were offside of normal school mathematics.
  • Organizing daily activities and taking care of younger students.