PhD candidate in Smart Industry at Pontificia Universidad Católica de Valparaíso (PUCV), Chile. My research focuses on the application of artificial intelligence and computer vision to generate actionable insights for decision-making in public transport within Smart City environments. I have experience in developing computational models for the analysis of large-scale urban datasets, process automation, and data governance. I have published in international indexed journals.