Authors: Dr.S. Manikandan, Chandru S, Dhanush V, Girinath A M
Abstract: AI-Powered Mentorship and Internship Support Platform is an advanced career development framework designed to connect students, mentors, and recruiters through intelligent automation. The system integrates machine learning, natural language processing, and data-driven recommen-dation techniques to deliver personalized mentorship and internship opportunities. It evaluates user profiles, academic records, resumes, and career interests to construct dynamic skill profiles and detect competency gaps. Based on this analysis, the platform generates customized learning pathways, mentor suggestions, and relevant internship matches aligned with individual goals.A similarity-based matching algorithm ensures accurate mentor–mentee pairing, while predictive analytics estimate internship suitability and career readiness. The platform also incorporates an AI-driven chatbot that provides continuous assistance in resume development, interview prepara-tion, and career decision-making. Performance monitoring dashboards track progress, mentor feedback, and internship outcomes, offering actionable insights for improvement. By streamlining mentorship allocation and internship recommendations, the proposed system enhances accessibil-ity, efficiency, and transparency in professional development services. Ultimately, it fosters im-proved employability, structured career progression, and a scalable ecosystem that supports data-driven decision-making in mentorship and internship management.
DOI: https://doi.org/10.5281/zenodo.19017981
