I am a PhD student at the Chair of Econometrics and Chair of Financialeconometrics of the University of Duisburg-Essen. My current research interest lies in (bayesian) causal inference and developing tree-based methods for treatment effect estimation. Furthermore, I specialize in learning analytics as well as e-assesment. As a consultant for DKZ.2R, I apply my programming skills—primarily in R—alongside expertise in using machine learning for causal analysis, complemented by a strong background in econometrics and statistical learning.