 A native of Chicago, Feaster played high school basketball at Loyola Academy in Wilmette, Illinois.Feaster's college career at Holy Cross began in 1991–92.In 29 games, he averaged 8.0 points and 3.2 rebounds and was named the Patriot League Rookie of the Year.