My scientific carrier started at Universidad Del Valle ( Cali-Col) where I got undergrad study in physics with a study about the geometric structure of the chiral ring of AdS/CFT, then in my master studies (in the same university ), I was interested in the relation of Chern-Simons theory and CFT with applications to (2+1)-gravity. Now, I’m currently PhD student at Universidad de Los Andes interested in machine learning applications in non equilibrium statistical mechanics, quantum field theory applied in statistical mechanics and control theory in thermodynamics.