Machine Learning Based Loan Approval Prediction System
R K Life care IncFintech, Banking Analytics & Credit Risk ManagementProject Objectives:
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.
Project Tasks:
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
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Data Preprocessing & Feature Engineering For Transaction DataPython Programming & Data Science ToolsMachine Learning & Classification ModelsModel Evaluation & Bias ReductionData Security & Financial Data Handling
