Resume Match

About the Project

Resume Match is an AI-powered tool that streamlines the process of matching resumes to job descriptions, solving inefficiencies in traditional recruiting platforms. By leveraging GPT-3.5 and vector search, it provides recruiters and candidates with smart, scalable job-resume pairing and visual insights.

Key Features

• LLM-based Parsing: Uses Azure OpenAI’s GPT-3.5 to extract relevant information from resumes and job postings.
• Semantic Matching: Performs similarity search using a vector database and ANN to find the most relevant job-resume pairs.
• Visual Analytics: Applies UMAP for dimensionality reduction and visualizes resume-job vectors on an interactive graph.
• Scalable Indexing: Efficiently stores structured data for fast retrieval using vector search mechanisms.