International Journal of Scientific Research and Engineering Development

College students often face challenges in forming effective project teams, identifying peers with similar skill sets, and obtaining timely assistance for technical or academic doubts. StudyBuddy is an AI-powered web platform designed to automate the extraction of skills from resumes, generate personalized quizzes for proficiency validation, and intelligently match students for collaborative learning. The system leverages NLP, LLMs and vector similarity scoring to support team formation, peer-assisted doubt solving, and a reward-based leaderboard. The evaluation demonstrates that StudyBuddy increases collaboration efficiency, authenticates student expertise, and fosters healthy academic competition in college environments.

Jayashree M, Ishika Nahar, Ayushi, "StudyBuddy: An AI-Driven Skill-Based Collaboration and Peer Support Platform for College Students" International Journal of Scientific Research and Engineering Development, V8(6): Page(2740-2745) Nov-Dec 2025. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.