Guillermo is a postmaster researcher at Carnegie Mellon University. His current research focuses on the identification of anomalies in vehicle-rail interaction by processing collected onboard measured accelerations which aim to detect rail cracks to prevent accidents.

Before joining Carnegie Mellon University, Guillermo worked as a project engineer in the structural engineering department at PRDW, a consulting firm specialized in the development of port and coastal projects.