Dr. Ruben Machucho, a Full Professor at the Polytechnic University of Victoria in Tamaulipas, Mexico, holds a Ph.D. in Sciences with a specialization in Electrical Engineering from the National Polytechnic Institute (IPN). His research primarily focuses on applying artificial intelligence to education, autonomous robotics, and precision agriculture. As an active member of the Mexican Federation of Robotics, Dr. Machucho contributes significantly to national events such as the Mexican Robotics Tournament. His recent publications demonstrate his ongoing work in robotics and AI, including studies on Probabilistic Logic Markov Decision Processes for modeling driving behaviors in self-driving cars and autonomous behavior selection. Additionally, Dr. Machucho has explored software modeling using Petri nets, particularly in the context of mobile applications for proximity-based promotion delivery in shopping centers. This diverse body of work showcases his multidisciplinary approach to advancing robotics and AI applications across various domains, contributing to the development of innovative technologies in the field.