 Melendez tried out for his Juana Díaz high school basketball team and was accepted.Through an exchange student program, he was able to play at McDowell High School in Marion, North Carolina, where he finished his senior year.In 1997, Meléndez was awarded a scholarship to the University of North Carolina.