Unreal integration- Unreal not showing up as CREATIVE TOOL

Following these steps exactly

However after logging out, relaunch Shotgrid desktop, Unreal is not showing up as an app in ShotGrid desktop.

When I examine the log file I see

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.

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Did you ever figure out what was causing this issue? I’m running into the same issue.