To develop an automated loan approval system using machine learning that predicts loan eligibility based on applicant financial and demographic data, reducing manual bias and improving decision accuracy.
Data collection and preprocessing Feature engineering and selection Model training using classification algorithms Performance evaluation UI development for applicant input Secure data handling Testing and documentation
