Due to his professional prowess and deep knowledge of mathematics, art, politics and other academic disciplines, Federico Smith was considered a brilliant intellectual with hints of genius during his lifetime; but sadly, his professional career, that included musical composition, pedagogy and musical criticism, was negatively influenced by a noticeable addiction to alcohol and tobacco that most probable caused his early decease.