To improve CIBIL score before year-end, prioritise clearing all overdue payments and reduce EMIs to not more than 30% of monthly salary, which shows responsible borrowing. One shouldn't rely solely on unsecured credit, such as personal loans/credit cards. Maintaining a mix of credit types, including a secured loan like a home loan/car loan, demonstrates consistent repayment behaviour to lenders.