After breaking out as a swimming star in high school and becoming the first high schooler to break the 22 second mark in the 50-yard freestyle, Olivia went on to swim for the University of Georgia. She is a three-time NCAA Champion, 16-time SEC Champion and in her senior year was named SEC Athlete of the Year.

Olivia qualified for the 2016 Olympic Games in the 100-meter backstroke and brought home a gold medal as a member of the 4×100-meter medley relay.