At the 2004 Summer Olympics in Athens, Njie was again the only woman in the Gambian delegation. She was only invited to compete a month before the games were due to start, as another Gambian athlete, Mama Gassama, had been withdrawn.
At the 2004 Summer Olympics in Athens, Njie was again the sole Gambian representative at the games. She was invited to compete unexpectedly a month prior to the start, after another Gambian athlete, Mama Gassama, withdrew from the event.