The record for most Olympic golds in individual events is held by Michael Phelps, an American swimmer. Phelps won a total of 23 gold medals throughout his Olympic career, competing in four Games from 2004 to 2016. His accomplishments have made him one of the most celebrated athletes in Olympic history, known for his incredible speed, technique, and competitive spirit in the pool.