Anjali was born into a Tamil Brahmin family. Her father, A. S. Murali, was a businessman, and her mother, S. L. V. A. Gowri, was a homemaker. Anjali has an elder brother, A. S. Prabhu. She completed her schooling at St. Mary's Matriculation Higher Secondary School in Chennai and pursued her higher education at Loyola College.