The modern financial world is marked by lending practices that are always getting better and a greater reliance on advanced technologies to speed up the decision-making process. Financial companies put a lot of value on the Loan Prediction System because it helps them decide which applicants are creditworthy. This study gives an in-depth look at a sophisticated Loan Prediction System that takes into account important factors, mainly the applicant's and co-applicant's income.