Ubaidullah was a follower of Nawab Abdul Latif and Sir Syed Ahmed Khan. He was affiliated with the Mohammedan Literary Society (1863), Central National Mohammedan Association (1877), Bengal Social Science Association and other organisations in Calcutta.