Siddiqui was born on 19 May 1974 in Budhana, a small town and tehsil in Muzaffarnagar district, Uttar Pradesh, India, into a zamindari Muslim family of Numberdars [REF].
He graduated with a Bachelor of Science degree in Chemistry from Gurukul Kangri Vishwavidyalaya, Haridwar.