Bhagat was born in Nashik, Maharashtra (Nashik Road) in a traditional family. She studied at Fravashi Academy, Nasik, and completed her graduation in BMS (Bachelor of Management Studies) from Alkesh Dinesh Mody Institute of Finance and Management Studies. The college is located inside Mumbai University campus, Kalina, Santacruz.