Andrea Carolina Olaya Gutiérrez (born December 9, 1994) is a Colombian freestyle wrestler. She competed in the women's freestyle 75 kg event at the 2016 Summer Olympics, in which she was eliminated in the round of 16 by Adeline Gray.