International Journal of Advanced Research in Computer and Communication Engineering

Abstract: The rapid expansion of digital ecosystems has increased the need for intelligent, unified platforms that streamline career development, recruitment processes, and professional networking. Career Connect Hub is a comprehensive MERN-based web application designed to bridge the gap between students, job seekers, mentors, and recruiters through an integrated and data-driven ecosystem. The platform provides secure user authentication, personalized dashboards, AI-enhanced resume analysis, job-role matching, and a centralized training and placement management system. It also enables senior–junior mentorship, professional networking, real-time job postings, application tracking, and an AI-powered help desk for career-related queries. Machine learning modules, deployed as microservices, support resume scoring, fake job detection, and personalized career recommendations. By combining modern web technologies with intelligent decision-support systems, Career Connect Hub offers a scalable and usercentric solution that enhances employability, improves recruitment efficiency, and supports data-driven career planning.

Keywords: Career Development Platform; MERN Stack; AI Resume Analyzer; Job Recommendation System; Fake Job Detection; Professional Networking; Placement Management; Microservices; Machine Learning; StudentRecruiter Interaction.

Downloads: | DOI: 10.17148/IJARCCE.2025.1411116