With the rapid development of the woodworking industry, the demand for woodworking talents is increasing. To cultivate high-quality woodworking talents with practical abilities and innovative spirit, a project-driven approach for building a woodworking practice teaching platform is proposed. Firstly, the background and significance of establishing the woodworking practice teaching platform are analyzed, clarifying its crucial role in fostering students’ practical skills, innovation, and comprehensive qualities. Building on this, the construction path for the woodworking practice teaching platform is introduced. Furtherly, the key issues and solutions encountered during its construction are summarized, and the platform’s significant effects in enhancing students’ practical and innovative abilities are verified. Finally, the future development of the woodworking practice teaching platform is looked forward, proposing suggestions to further optimize its functions, expand practical teaching resources, and improve the practical teaching system. Through an in-depth analysis of the connotation, constituent elements, and construction path of the woodworking practice teaching platform, the paper provides theoretical guidance and practical reference for the reform of woodworking practice teaching in China.