Career Compass: AI-Driven Placement Prediction and Personalized Career Development

Career Compass is an AI-powered job recommendation and career development system aimed at optimizinguniversity students’ job placement outcomes. This version integrates advanced ML models, user feedback loops, and dynamicAPIs. Key features include university shortlisting via the Gemini API, AI-powered mock interviews, a resume generator withfeedback, an ATS score calculator, real-time news API, and an AI assistant for career guidance. This paper explores thearchitecture, implementation, and performance of Career Compass, demonstrating improvements in precision, recall, and usersatisfaction.