Baryshnikov began acting at age 6 in a children's theater production of A Midsummer Night's Dream, portraying Peaseblossom, a handmaiden to fairy queen Titania. After graduating from Northwestern University in 2014, she began acting professionally on various television series, including Doll & Em on HBO. Her parents were initially hesitant about her career choice before becoming supportive.