Mirza was born to Imran Mirza, a sports journalist and his wife Nasima in Mumbai, India. She was brought up in Hyderabad in a Muslim family. Mirza began playing tennis at the age of six, turning professional in 2003. She was trained by her father and other family members. She attended Nasr school in Hyderabad and later graduated from St. Mary's College.