You can lower your DTI ratio by either increasing your income or decreasing your monthly debt payments. If you have outstanding loans, you could pay down a bigger chunk of these to reduce the size of your monthly payment. Additionally, purchasing less with credit cards could improve your DTI ratio depending on how much those minimum payments contribute to your total monthly debt payments.