Rajan, who had in June decided against seeking a second term after 3-year tenure which ends next month, said the process of dialogue with the government did not reach a stage where he could have agreed to stay on.
He said however that he was never worried about reappointment or a future career in government and did the best in the interest of the country and he was the "best team player".
"Some of these (recent) attacks were abominable, that is imputing sort of motives, alleging things completely without any basis," he told CNBC-TV18, adding that he put them aside and did not pay any attention to them.
Towards the end of his three-year tenure, Rajan faced personal attacks from BJP MP Subramanian Swamy who had alleged that the former IMF chief economist was "mentally not fully Indian" and sent confidential and sensitive financial information abroad.
"That does not mean in any way, that I was absolutely hell bent on having a second term," he said. "I was open for staying a little while longer to see them complete, but at the same time I was perfectly happy to go."
Rajan said 90-95 per cent of the job that he had taken on was complete and he had absolute freedom in doing his work.
an extension, Rajan said: "I don't think you should attribute this to some hidden hand. I feel, I have done what was needed to be done, if they had such power they would have stopped me (from doing) what was needed."
Stressing that he had absolute freedom in doing, whatever he wanted to do, Rajan said this required lots of work behind the scenes, with government and persuading government.
"So when people say you have been fighting all the time, absolutely not. Great relationship with previous government as well people who matter in this government...," he said
Stating that the country needs institutional reform to build a platform for strong and sustainable growth, Rajan cautioned against inflationary spiral in trying to push domestic demand led growth.
"I keep saying, it is a no brainer to generate growth when the rest of the world is growing strong; when it is export led growth, you don't need institutional change," he said.
Stressing that RBI is an entity which has conservative approach as focuses on stability, Rajan said that in taking decisions he did not worry about his future career prospects.
"If I go along just for being comfortable, I think we will be building risk for the future which will really hurt the country," he said.
Asked if his talking straight attitude went against him, Rajan said: "I am not going to speculate, I think the bottom line is there was no consensus and that's where it stopped".
(REOPENS DEL26)
Asked by the BBC in an interview on how he describes Prime Minister Narendra Modi, Rajan said he would not like to comment.
"I think I will pass on that question. Whatever answer I give will be problematic, so I will just pass," he said.
On joining politics, he said: "I think that is one place where my wife overrides everything and her answer is 'no'".
When asked how he feels about being on the list of India's 'most desirable men', the Governor said, "Wish they had done it when I was 25 (years old)".
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