• Digital twin simulation of an energy storage (thermal, electrochemical, hydraulic and control circuits) to optimize design and operation• Design of data pipeline to automate data processing of prototype and lab data to facilitate strategic business insights• Supervision of projects with external service providers in the data science/simulation field to ensure fulfilment in accordance with requirements• Evaluation of machine learning and AI applications to facilitate prototype data understanding

• Graduated at University of Cologne with PhD thesis „Simulation of Growing Cell Sheets“ Grade: „magna cum laude“• Research of growing, biological sheets like bacterial films or tissue sheets• Development of analytical models (e.g. elastic plate bending, reaction-diffusion systems) and their numerical solution• Implementation of CPU-parallelized molecular dynamics-type Simulations• Evaluation of experimental data of growing colonies of Corynebacterium Glutamicum via image processing• Coordination of research projects in interdisciplinary team of physicists and bioengineers• Active member of the Helmholtz graduate school IHRS BioSoft which included: -> Supervision of guest students -> Participation in trainings and lectures -> Presentation of own results in seminars and conferences• Writing of articles for peer-reviewed journals