Modern student projects require collaboration among members with different technical skills such as frontend development, backend development, database management, artificial intelligence, and UI/UX design. However, students often face challenges in forming effective teams, coordinating tasks, managing communication, and integrating project components using multiple disconnected tools. This paper proposes an AI-Driven Project Collaboration and Team Management Platform designed to provide a unified environment for student teams to collaborate efficiently. The platform integrates team formation, real-time communication, task management, document sharing, and project monitoring into a single system. Artificial intelligence is incorporated to recommend compatible teammates based on skills and interests, extract tasks from discussions, summarize conversations, and provide code suggestions. The proposed system utilizes a modern web architecture consisting of a React.js frontend, Spring Boot backend, PostgreSQL database, and WebSocket-based real-time communication. AI services powered by large language models are used to analyze chat data and assist in project management. The platform improves productivity, reduces coordination overhead, and provides students with an industry-like collaborative development environment.