Born in Dakar, Diouf was known for his lead role in The Beast (La bête) and as Baba in Asterix & Obelix: Mission Cleopatra.
Diouf var mest kendt for hans hovedrolle i The Beast (La bête) og sin rolle som Baba i Asterix & Obelix: Mission Cleopatra.