In 2004, he obtained the engineer diploma in Civil engineering in the Transportation course at University of Naples Federico II with the thesis “Advanced tools for travel demand forecasting in urban areas”. In 2004-2008 he was Ph.D. in Transportation Systems and Road Infrastructures University of Naples Federico II with dissertation “OD matrices estimation through Artificial Neural Network: a new methodology”. Since 2014 he is Post Doctoral researcher IVT, ETH Zurich.