As a senior forward, O'Neal was ranked among the top high school basketball players of his class. He was a redshirt during his first season in college with the UCLA Bruins, when he had a heart surgery. He played as a reserve for the Bruins in 2019–20 before transferring midseason to the LSU Tigers.