During my participation in the Computational Physical Chemistry research group, I developed skills in data analysis and artificial intelligence algorithms to create highly accurate predictive models. I designed predictive models using K-NN, Decision Tree, Random Forest and artificial neural network algorithms, achieving an accuracy greater than 90% compared to experimental data from an adsorption system. In addition