Deka was born in the small town of Haibargaon in the district of Nagaon (Assam)[REF] to Shri Mahendra Nath Deka and Swarnalata Deka.
His eldest son Pabitra Kumar Deka attended Nagaon Government High School and earned a degree in Commerce from Nowgong College.