Career Link: AI for Resumes, Interviews, and Career Advice

Abstract: Career Link is an AI-powered career guidance platform that integrates multiple intelligent tools to assist users in every step of their professional journey. The application offers an AI advisor for personalized career insights, an AI-powered resume builder, a roadmap generator, and a mock interview simulator, providing a holistic user experience. Career Link’s architecture leverages advanced language models such as Mistral and Google’s Gemini to deliver context-aware career recommendations, generate resume content, and simulate real-world interview scenarios. The system collects user inputs from psychometric personality tests, educational background, and professional interests, then applies clustering techniques and prompt engineering to generate detailed, tailored guidance. A case study involving a final-year student demonstrates how Career Link generates a career fit report, an optimized resume, and adaptive interview questions, significantly improving the user’s preparedness and self-awareness. This paper outlines the system's design, AI integration, and the real-world impact of combining psychometrics with large language models for scalable, personalized career guidance