Project Details
Client:
Personal Project
Tool:
Python, scikit-learn, Gradio, LangChain, OpenAI API, Tableau
Loan Default Risk Analytics & AI-Powered Chatbot using RAG
Designed and developed a complete data analytics and AI solution to predict loan default risk and explain results using an AI-powered chatbot. Conducted full EDA, feature engineering, and trained classification models (Logistic Regression, Random Forest, XGBoost) to assess borrower risk. Built an interactive LangChain RAG chatbot integrated with OpenAI GPT-4 to answer business questions about model performance and customer insights. Delivered a Tableau dashboard and final report to support decision-making for credit analysts and business teams.
Explore full project: https://github.com/dangquii/Loan-Default-Risk-Analytics-RAG-Chatbot