Built an autonomous two-wheel robot capable of real-time navigation and obstacle avoidance. Integrated sensors (ultrasonic, encoders) with a microcontroller for precise movement and feedback control. Implemented PID algorithms for path correction and stability. Developed software for route planning and tested the system in dynamic environments, ensuring accurate, self-directed motion without human intervention.