In the late 1980s, Rieckehoff traveled to Lausanne, Switzerland and at the International Olympic Committee headquarters, he requested that the 2004 Olympic Games be held in San Juan, Puerto Rico. He pointed out that the success of the Pan American Games held in the island had proved that Puerto Rico had the facilities capable of holding an event such as the Olympics. The Committee took his request into consideration but, after some years of studying the situation, decided for Athens, Greece to hold the games instead.