
ACCESS (AI-Powered Career & Opportunity Navigator) is a comprehensive, modular platform designed to bridge the gap between talented individuals and the opportunities that match their unique skills and interests. By integrating a responsive React/Vite frontend with a robust FastAPI backend, ACCESS leverages the power of LangChain and Groq's large language models to deliver intelligent, personalized recommendations. The system features an automated scraping pipeline that continuously aggregates job listings, hackathons, and internships from diverse web sources, utilizing a ReAct agent that autonomously searches and filters results. At its core, a smart matching engine scores each listing against the user's profile, while additional AI capabilities provide actionable gap analysis and tailored career pathways to guide skill development. The platform also includes practical, user-centric features like voice input for effortless profile building and a multi-layer fallback system for generating reliable application links. Built with a modular architecture and backed by Supabase for authentication and data persistence, ACCESS empowers users to navigate the complex opportunity landscape with efficiency, transforming manual, time-consuming searches into a streamlined, data-driven discovery journey.
10 Aug 2026