Shoptgrid integration - Unreal not showing in Shotgrid Desktop

Any Shotgun-Grid users?
When following this tutorial exactly to integrate Unreal I get the following error in my log file

Unable to construct engine launcher for tk-unreal. Cannot determine corresponding DCC application information: Cannot find an engine instance tk-unreal in Environment project.yml.