Rajan, who has often been seen as being critical of the government and its policies, also said there is "lot of frustration" about the pace of economic recovery, but attributed it to the two successive droughts, weak global economy and external shocks like Brexit.
Given these constraints, performance of Indian economy has been "quite creditable" and prospects of good monsoon as well as structural reforms and macroeconomic stability will accelerate the growth going forward, he added.
Speaking to a select group of journalists here on a wide range of issues, Rajan said regarding financial inclusion, it is not possible to have bank branches in every village because that would be too expensive, but RBI is exploring other options like mobile branches and mini or micro branches.
Rajan, who has been pilloried by his critics for keeping interest rates high and has also been accused of stifling growth, cited consumer price index (CPI)-based inflation surging for the fourth straight month in June to 5.77 per cent to defend his record.
Asserting that he does not "really pay attention to this kind of dialogues", Rajan said those calling him behind the curve should explain how inflation is very low to warrant lower interest rates.
One of the biggest criticisms of Rajan's monetary policy has been by BJP MP Subramanian Swamy, who accused him of being "mentally not fully Indian" and had sought his dismissal.
Rajan said, "Wait for monetary policy."
RBI's next bi-monthly monetary policy review meeting is due on August 9, which would be Rajan's last.
"I am not sure where we are behind the curve. You have to tell me that somehow inflation is very low for us to be seen as behind the curve," he said.
The consumer inflation is currently near its two-year high and close to the upper end of the central bank's inflation target of 2 per cent to 6 per cent.
On challenges facing the economy, Rajan said, "I think the challenges have been relatively same for quite sometime, which is we are in the midst of a recovery."
The Governor said given these domestic and external factors, "the performance of the Indian economy has been quite creditable."
"And I think that the hope is with the good monsoon which we are seeing just now, that sentiment gets elevated especially in rural areas, rural consumption picks up more strongly, the agricultural sector gains strength, the rural industry gains strength and overall demand starts picking up more strongly. I think that certainly is our expectation and we will see how that plays out," he said.
"There is a lot of talk nowadays about GST being done in monsoon session. That would be a good thing. I think from our perspective at the RBI, the number of issues that we are working on and trying to accelerate the structural reforms process, so let's see what we can do," he said.
Rajan said he has refrained from "thumping on the table" to put a number on GDP growth.
The Governor said the focus should be on undertaking all
the actions needed to ensure that growth is strong and sustainable.
On financial inclusion, the RBI Governor said there cannot be bank branches in every village because it would be too expensive.
"Now one possibility is a mobile branch and some banks are bringing in a mobile branch which travels from village to village and stays at a particular fixed time in village," he said.
"We have given the in-principle licence to Postal Payment Bank. When it is licensed formally, that would bring a lot of Post Offices into the process and so you can put in money and take out money," he said.
Also, with the mobile companies coming in, money can be put in or taken out from a mobile kiosk.
So, if a mobile company has 1.5 lakh kiosks selling mobile cards, these can be used to take in money or give out money. This "could be a big game changer," he said.
"So I think, with the UPI, and I am telling you a two stage process... One, we have to make it easier to take out and put in money, the kiosks will help, the Post offices will help.
"But also the need to take out money or put in money will reduce if I can do directly into the bank account, if I can make payments electronically and I think UPI will help there. So my hope is these things will actually reduce the problem," he said.
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