Flavio O. Sanches-Neto is a professor at the Federal Institute of Goiás (IFG), Brazil, and a faculty member of the Graduate Programs in Technology, Management and Sustainability at IFG and Molecular Sciences at the State University of Goiás (UEG). He holds a degree in Industrial Chemistry (2015) and a master’s degree in Chemistry (2017) from UEG, and a Ph.D. in Physical Chemistry from the University of Brasília (2022). His research focuses on theoretical and computational chemistry, particularly electronic structure, chemical kinetics, and molecular modeling. He combines quantum chemical calculations, transition state theory, and machine learning to investigate reaction mechanisms and predict reaction rates. His research interests include non-Arrhenius kinetics, the degradation of organic pollutants, the formation of pharmaceutical impurities, and the development of computational tools for chemical research. He also contributes to applied research and innovation through the IFG EMBRAPII Unit, whose area of expertise is energy efficiency.