Chase went undrafted in the 2003 NBA draft. In the 2004–05 season, he joined the American Basketball Association (ABA) team Maryland Nighthawks, where he averaged 18.4 points, 3.6 rebounds and 2.3 assists per game in 13 matches. He began the 2005–06 season with the Gary Steelheads of the Continental Basketball Association (CBA). He then moved to the NBA D-League team Roanoke Dazzle in March 2006. He finished the season with the Nebraska Cranes of the United States Basketball League (USBL). In the 2006–07 season, he signed by the Utah Jazz, but was released during the regular season. Afterward, he joined the Los Angeles D-Fenders, where he averaged 16.2 points, 4 rebounds and 3.8 assists during that season. He was also selected to the NBA D-League All-Star Game.