Answer
No, Mary Joe Fernández did not win a Grand Slam singles title. Despite being ranked as high as No. 4 in the world, her best Grand Slam performances were reaching the semifinals of the Australian Open in 1990 and the French Open in 1993. She did, however, win two Grand Slam doubles titles at the Australian Open in 1991 and 1992, both partnering with Jana Novotná.