Now there are financial institutions such as Shriram City Union Finance that offers personal loans to individuals who do not have a credit score. However, you may have to check other eligible criteria such as income, employment etc. 

As INR 1,50,000 is not a huge amount, it won’t be difficult to get it from the lenders. Consistent repayment on the personal loan will help you build good credit score.