selected publications academic article in scopus Spherical model for Minimalist Machine Learning paradigm in handling complex databases. Frontiers in Artificial Intelligence. 8. 2025 Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects. Algorithms. 16. 2023 chapter in scopus Predicting Water Levels Using Gradient Boosting Regressor and LSTM Models: A Case Study of Lago de Chapala Dam. Lecture Notes in Computer Science. 101-120. 2025 Towards a Construction of the Urban Vulnerability Index in case of an Earthquake in Mexico City. Communications in Computer and Information Science. 207-216. 2025
teaching activities Development of Advanced Applications of Computer Science Development of Advanced Applications of Computer Science
education and training Engineer in communications and electronics, Instituto Politécnico Nacional Coyoacán Master of Science in Computer Engineering, Instituto Politécnico Nacional Coyoacán PhD in Computer Science, Instituto Politécnico Nacional Coyoacán