Nancy Napolski Johnson was a UK Rifle All-American and Olympic gold-medal winner for the United States. She won the gold medal in women's 10-meter air rifle in the 2000 Olympics. She also went on to win gold medals at several other international events. She captured the individual national championship in air rifle in 1994 and was a three-time first-team All-American (1994, 1995 and 1996).

Napolski Johnson led the team to three consecutive third-place finishes at the NCAA Championships from 1994-96.