Meirelles' father, José de Souza Meirelles, is a gastroenterologist who travelled regularly to Asia and North America (among other regions of the world), which gave Fernando the opportunity for contact with different cultures and places.
His first experience with cinema was with his father, who often directed 8 mm films during his job at the university.