Lavender competed mainly in the 100-meter dash. She won an Olympic gold medal in the 4 × 100 metres relay at the 1952 Olympic Summer Games in Helsinki, Finland. Later Hardy married, had children, and a 30-year teaching career in Atlanta schools. She was born in Carroll County, Georgia.