A resident of Ajmer, Rajasthan, Shreyans completed his Bachelor of Technology in Mechanical Engineering from the Indian Institute of Technology, Bombay (IIT–B), in 2015. He worked with Ernst and Young for two years before deciding to apply for the civil services. This was his first attempt.