Ron Jacobs appointed Uichico as one of his assistants for the RP team's 2002 Asian Games campaign. However, after Jacobs suffered a stroke, Uichico was named as the new head coach of the national squad. Uichico guided the Philippines to a fourth-place finish in the event. Their semifinal loss against eventual tournament winner South Korea was a crushing blow for Uichico's squad losing by one point on a Lee Sang Min triple in the final seconds. Despite the loss, the team still brought home what is known to Filipino basketball fans as "The Silent Gold."