Born in Barcelona, Guillermo holds a Master's in European Public Policy Analysis from the College of Europe and a Bachelor's in Political Science from the Autonomous University of Barcelona. He worked as a trainee at the Council of the European Union, at the United Nations, and at Spain's Permanent Representation to the EU. He spent a year at the University of California, Berkeley as an exchange student, where he enhanced his skills in quantitative analysis and social science methodology.