RoleReady AI-Powered Resume Tailoring Platform

RoleReady is a full-stack AI application that helps job seekers create ATS-optimized resumes in minutes. I designed and built a multi-step agentic pipeline using LangGraph that parses uploaded resumes, analyzes job descriptions to extract key skills and requirements using LLMs, and automatically generates tailored, professionally formatted LaTeX resumes. To ensure reliability, I used Pydantic for structured LLM outputs, guaranteeing schema-consistent responses that compile into error-free LaTeX/PDF documents every time. The platform supports two workflows "upload and tailor" for existing resumes and "build from scratch" for new users — along with a real-time ATS score breakdown so users can see exactly how well their resume matches a job posting.