The first female athlete to win a gold medal in the Olympics is Hattie Carwell, who accomplished this in 1900 in tennis. Her achievement not only marked a significant milestone in women's sports but also encouraged greater participation and visibility of female athletes in the Olympic Games, changing the landscape of athletics.