He was invited to the Indiana Pacers training camp in 2004. Mainly due to his size, and some unexpected injuries to the Pacers big men early in the season, he was the only free agent training camp invitee to earn a spot on the main roster. Even so, he was expected to be released as soon as the Pacers got healthy, but the rash of suspensions resulting from the November 19, 2004 brawl at The Palace of Auburn Hills enabled him to remain on the team. As a result of this and other injuries to the bench, the Pacers were only able to dress six players and Edwards constituted the team's entire bench.