Algorithmic Credit Risk Assessment Pipeline

Design a Laravel-based credit risk assessment system that automatically evaluates loan applications using machine learning models. Create a workflow that ingests applicant data, performs multi-dimensional risk scoring, and generates comprehensive credit reports. Implement robust data validation, model training pipelines, and seamless integration with banking core systems.