Pre-Delinquency Intervention Engine | AI Risk Prediction Dashboard Demo скачать в хорошем качестве

Pre-Delinquency Intervention Engine | AI Risk Prediction Dashboard Demo

This video demonstrates our working prototype of a Pre-Delinquency Intervention Engine a system designed to identify early financial stress signals before customers miss payments. The platform combines machine learning with a full-stack dashboard to analyze behavioral indicators such as salary delays, balance trends, failed debits, and savings drawdowns. It predicts risk levels and suggests proactive intervention strategies. Tech stack used: Next.js, FastAPI, MySQL, RandomForest (scikit-learn), SHAP explainability, Tailwind, Recharts. The project was built as part of a hackathon submission and focuses on practical implementation, explainability, and usability rather than theoretical modeling. Source code and documentation available in the repository.