Projects

An AI-powered conversational agent that assists borrowers and loan officers throughout the mortgage origination process. Built with LangGraph, it answers questions about loan programs and requirements, retrieves application status, performs precise financial calculations (LTV, DTI), and securely escalates sensitive matters to human loan officers.

A retrieval-augmented generation (RAG) pipeline over official United States mortgage guidelines. Ingests PDF documents from regulatory bodies and government-sponsored enterprises — including the CFPB, FHA, VA, Fannie Mae, Freddie Mac, and the Uniform Residential Loan Application — into a vector search index and serves citation-grounded answers.