Research Interest

I am working at the intersection of statistics, machine learning, econometrics, and transport research. My current projects evolve around spatiotemporally complex cycling data and how they can be used as input for predictions of general cycling volume using ML.

Working Papers

Predicting Cycling Counters: Using bike-sharing and app data to predict the general cycling volume in Berlin. With Prof. Lynn Kaack