Hey Rutik Wankhade,
This is a great project, thanks a lot for the effort!
Just FYI, github actually offers an endpoint to get the popular repositories. Even though it is not listed in their API documentation, you could mix the queries and get the expected result. I have came up with something like this:
api.github.com/search/repositories
Hope it helps!