The primary objective of this course is to prepare students for deploying state-of-the-art robotic systems to solve real-world challenges. Students will work with sophisticated and advanced robotic platforms to tackle complex, practical problems, including participation in competitive robotics events and real-world application scenarios, developing competencies in system integration, advanced programming, problem-solving under constraints, and collaborative teamwork.The course covers practical topics drawn from selected research papers and industrial best practices, enabling students to understand and implement state-of-the-art robotics and embodied-AI methodologies within advanced robotic systems such as humanoids. Through competition-based projects and practical applications, students will gain experience in rapid prototyping, performance optimization, strategic planning, and delivering robust solutions in time-critical environments, and professional documentation. This course prepares students for professional robotics engineering roles and advanced research in robotics.