As a Computer Science student at the Bonn-Rhein-Sieg University of Applied Sciences, I joined Fraunhofer SCAI as an intern in March 2025. In July 2025, I continued my work as a research assistant to write my Bachelor's Thesis, which I successfully completed in October 2025. My thesis was focused on the generation and evaluation of synthetic minority data in clinical datasets using GAN approaches.