Born in the Parisian suburb of Meudon, Isimat-Mirin is a three-time winner of the Dutch Eredivisie with PSV Eindhoven and also played in Ligue 1 (Valenciennes, Monaco, Toulouse), the Turkish Süper Lig (Beşiktaş), and Major League Soccer (Sporting Kansas City) before joining AKFC in July 2024.