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.