Priya Singh is a resident of Mansarovar Colony, Bulandshahr. Her father works as an inspector in Mathura. Her grandfather is a retired SHO. Priya earned an MSc in Physics from Chaudhary Charan Singh University, Meerut. In 2017, Priya cleared the UPPSC exam in her first attempt and secured a position in the Income Tax Department. She attempted the exams again and achieved her goal of becoming a Deputy Superintendent of Police (DSP) in 2018.