Mathlouthi also served as a varsity swimmer of the SMU Mustangs at the Southern Methodist University in Dallas, Texas, and a member of Amiens Metropole Natation in Amiens, France. She is also the sister of Ahmed Mathlouthi, who competed in the men's 200 m freestyle at the 2012 Summer Olympics in London.