PhD in Industrial Engineering (Escola Politécnica da USP) with a thesis on Digital Twin. He possesses a specialization in business management at Harvard Business School. Professor of Innovation and Data Science at INSPER. Former consultant at Mercedes Benz. Former teaching assistant with Stanford University, Trinity College Dublin, and Aalto University projects. He is a visiting researcher at Technische Universität Darmstadt (Germany).