Somy was born on March 25, 1976 in Karachi, Pakistan, to an Iraqi mother and a Pakistani father. She has a younger brother, Mohammed. She studied in Convent of Jesus & Mary High School in Karachi up until the age of 7, then re-located to Florida, USA, along with her mom and brother.