PhD (Max Planck Institute for Intelligent Systems, Tübingen, Germany, 2015) in the field of causal inference and machine learning, developing methods for inferring causal relations from observational data. Worked as a research assistant at the Computational Biomedicine Lab of the University of Houston in collaboration with Siemens Corporate Research. Research scientist at Signal Ocean, involved in truth discovery and time series analysis projects applied to data from the shipping domain.