I would be glad if someone can guide me through places/ organisations/ banks that offer student loans to international students without having the need to get it co-signed by a US citizen or greencardholder.

Your college will have a aid office that can work you though all the forms.

Well I did, and it seems there is no assistance for international students , as they are expected to arrange for all expenses privately.