melvin attended and played basketball for north carolina state university from 1994 to 1998. in 1996-7, she was named a kodak all-american. she led the wolfpack to a final four appearance in her senior season and set an ncaa semifinal record by scoring 37 points in the wolfpack's loss to louisiana tech on march 27, 1998.