Brandon Foltz built TMO, a handheld game console built from scratch.
TMO was partly inspired by BMO from Adventure Time. It uses a Teensy 2.0 and features 16×16 LED display and simple input controls.
The operating system for TMO that provides the interface and game development API can be found on GitHub.