Unless you have a FICO score of at least 640 you won't find anyone offering uncollateralized loans
Well, I live in a third world country. My credit score more than that, but applying a offline loan will take a hit on that and time consuming as well. The process of taking a loan of $500 and $5000 is almost same here. Will take more than a week and lots of documentation.