Faria was born in Dhaka on 14 March. She graduated with a degree in English from Eastern University. Her ancestral residence was in Mandartoli(Near Nouri Ahmmadia High School) village in North Upazila of Matlab, Chandpur. Her father is a doctor and her mother is a housewife. Faria was married to Harunur Rashid Apu, the brand manager of Asiatic JWT, on 21 February 2019. The couple separated in 2020.
