selected publications academic article in scopus Spherical model for Minimalist Machine Learning paradigm in handling complex databases. Frontiers in Artificial Intelligence. 2025 Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects. Algorithms. 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. 2025
teaching activities Computational Thinking for Engineering Data Analytics and Artificial Intelligence Tools I Data Analytics and Artificial Intelligence Tools II Modeling of Engineering with Computational Mathematics Object Oriented Computational Thinking Resolution of Problems in the Built Environment with Computational Logic
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