Roilhi F. Ibarra-Hernández received a B.S. in Electronics and Telecommunications Engineering from Universidad Autónoma de Zacatecas, Mexico, in 2012, and an M.Sc. and Ph.D. in Electronics and Telecommunications from CICESE Research Center, in 2015 and 2019, respectively. Since 2026, he is a Full-Time Associate Professor at the Telecommunications Department of the Faculty of Engineering, Universidad Nacional Autónoma de México (UNAM). He completed a postdoctoral fellowship at the Faculty of Sciences of the Autonomous University of San Luis Potosí from 2022 to 2025. His main areas of interest are IA, Machine Learning, and Deep Learning algorithms applied to next-generation wireless communication systems and audio signal processing.