The 12th International Conference on Mechanical, Automotive and Materials Engineering (CMAME 2025) focuses on advancements in mechanical, automotive, and materials engineering, covering topics like energy systems, design, manufacturing, and new technologies in aerodynamics, robotics, and materials science.