The proxy design pattern provides a wrapper or placeholder for another object to control access to it. There are several types of proxies, including virtual proxies that avoid loading expensive objects until needed, remote proxies that provide local access to remote objects, protective proxies that control access for security purposes, and smart proxies that add functionality before accessing the object. The proxy pattern is useful for saving memory and resources by delaying the creation of objects, enforcing security, and adding extra functionality.