Hello Paul,
I identified the issue by re-installing the python twice.
Previously I used to only install for a single user that too by using the default setup, where some of the features are not installing. So, I installed by manually selecting all the features and for all the users.
As already pip was installed, as soon as the python installation has completed successfully, pip went also worked.
Thank you, Paul!!