Ronald is a final year MSc student in Informatics at the Technical University of Munich, majoring in machine learning. He also received his BSc in Informatics from TUM. During his studies, he has worked in applied ML at Celonis, collaborated on a research project with the University of Oxford combining causality with deep learning for medical imaging, and as a research assistant at Theislab, Helmholtz, specializing in ML for single-cell genomics. Additionally, he has software engineering experience with Salesforce and Forto. His primary research interests are multimodal learning, generalization, interpretability and generative modelling, with a focus on applications in computer vision and biology.