Reva

LLM-based job-matching assistant

Tech Stack

PythonLangChainFastAPIChromaDB

Project Details

Developed an intelligent job-matching assistant powered by large language models to help job seekers find relevant opportunities. Integrated LangChain with ChromaDB for semantic search across 50,000+ job postings, achieving 85% relevance in top-5 matches. Built a FastAPI backend with streaming responses, enabling real-time conversational job recommendations. Implemented resume parsing and skill extraction using transformer models, automatically matching candidate profiles with job requirements.