Through the use of machine learning techniques such as graph convolutional networks and natural language processing tools he is working in the study and interpretation of the subjective experiences elicited by psychedelics and their underlying neurophysiological mechanism. Federico was part of the team that published a ground-breaking work for psychedelic science in Latin America, where they performed the first ever research with a psychedelic on human subjects in Argentina. This work presents the neural correlates, subjective and psychological components of inhaled N,N-dimethyltryptamine (DMT). Currently he is, alongside his colleagues, performing experimental work on different dimensions of psychedelic neuroscience and giving lectures on scientific divulgation about their potential therapeutic use. In his spare time, Federico backpacks around Latin America, immersing himself in the local cultures and their cultures