project record

Reva

LLM-based job-matching assistant

stack
PythonLangChainFastAPIChromaDB
links

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.