Adapter Pattern, also known as Wrapper Pattern, is a structural design pattern that allows the interface of an existing class to be converted into another interface that clients expect. The Adapter Pattern can solve the problem of incompatible interfaces between two classes, enabling them to work together. By using the Adapter Pattern, we can improve code reusability and maintainability without modifying the original code. Additionally, it enables previously incompatible classes to collaborate with each other.