Ragbir, 43, was arrested on January 12 during a routine check-in with Immigration and Customs Enforcement and ordered immediate deportation, irking local community in New York.
Trump's move followed a rare show of bipartisanship on Thursday when legislators voted to fund large swaths of the government and avoid a repeat of the recent five-week government shutdown.
The travel ban is the third version of a contentious policy that Trump first sought to implement a week after taking office in January.
Tens of thousands of people, including Indian-Americans, took to streets in several United States cities to protest against controversial immigration policies of US President Donald Trump which has resulted in separation of children of illegal immigrants.