OpenCV

Overview

An AI-powered web application that analyzes candidate resumes and suggests suitable job opportunities based on skills, experience, and qualifications. The system leverages advanced natural language processing and semantic matching to deliver personalized job recommendations.

Responsibilities

• Researched, fine-tuned and evaluated SBERT (Sentence-BERT) models for Vietnamese language in the recruitment domain
• Designed optimized schemas for MongoDB document storage and Pinecone vector database to enable efficient similarity searches
• Developed a dual-API architecture using NextJS for main application functions and FastAPI for AI model serving and inference
• Implemented core features including resume parsing and analysis, AI-powered job recommendations, semantic search, and user interaction history
• Created comprehensive authentication and authorization systems to protect sensitive user data