In the early 1980s, Fernandez played college tennis for the USC Trojans. During this time she represented the United States in the Junior Federation Cup and won a singles gold medal at the University Games in Edmonton. A four-time All American, Fernandez was a member of USC's NCAA Division I Championship winning teams in 1983 and 1985.