the bank would want to see your bank history if you are getting an unsecured loan. They would want to protect themselves even more, if there is no collateral if you default payments. I doubt you would be able to borrow any sum of money near 10k on a private loan without showing your bank history. They would probably want to see your credit history as well, and a stable job ontop of all that.
Age might not look favourably into it as well, but you can always try out the small finance companies like Esanda or GE. Be prepared to pay a high interest rate.