Roman holds an M.Sc in Analytics from Harrisburg University, a Master in Management from Duke University and a B.Sc. in Mechanical Engineering from ETH Zurich. Before joining D ONE in 2021 he worked as a Data Scientist for Byteflow Dynamics and swissQuant Group AG. His areas of expertise include machine learning for fraud detection and portfolio optimization.