Title

Jobrizza - AI-Powered Job Search & CV Analysis

Description

AI-powered job matching platform to help job seekers find relevant positions faster and optimize their CVs for better results. The goal was to build a full-stack SaaS application with intelligent CV parsing, AI-driven analysis, smart job matching, and a comprehensive career insights dashboard. A major challenge was integrating multiple third-party AI services—Groq API for CV analysis and JSearch API for real-time job listings—while maintaining fast performance and handling various file formats including image-based PDFs requiring OCR. I developed a robust solution using Next.js for the frontend, Python Flask for the backend, MongoDB for data storage, and PyMuPDF with Tesseract OCR for document processing. The platform includes user authentication, tiered pricing (Free/Pro/Premium), multi-language support, interview preparation tools, LinkedIn optimization, and gamification features to engage users.