Vinci started lifting dumbbells as a child in order to rebuild muscle after recovering from poliomyelitic paralysis which left him marked for life.These exercises led him to weightlifting, in which by dint of will and effort he became an Olympic champion in the 56 kg category, winning the title twice, in Melbourne and in Rome in 1956 and 1960.