The Android Team at Clubhouse is responsible for developing and maintaining the Clubhouse app on Android devices, ensuring a seamless and engaging user experience. They focus on implementing new features, optimizing performance, and fixing bugs to enhance audio conversations for users around the world on the Android platform.