The Trivia Quiz application is an Android-based platform that allows users to take multiple-choice questions on Java programming, generating a score report at the end. It features a simple login process, supports various layout activities, and has passed compatibility testing on multiple devices. Future enhancements include an admin interface for question management, additional quiz categories, a timer feature, and a shift to Firebase for database management.