a PhD in ontology-based modeling and reasoning. She is a researcher in the Data Architecture Group within BMW’s research department. Her work focuses on knowledge representation and reasoning, with particular emphasis on how symbolic reasoning contributes to neuro-symbolic AI in the automotive domain.