Mathura was initiated into Bharatanatyam at age 4 and has dedicated her life to mastering the art form. She has trained under several master teachers and continues to refine her skills. Mathura made her debut performance in 1997 and has since performed widely across India and internationally. Her performances have received wide critical acclaim for her technical skill, expression, and stage presence. In addition to her performing career, Mathura runs a dance school in Sacramento called Kaladhaara to teach and promote Indian classical dance.