I am also looking forward to converting my license
Pilots are now seeking CPL conversion in the Middle East due to CAA procedures, lack of job opportunities, and other factors.
There is a way to convert any ICAO-contracted license, such as FAA, JAA, CAA, or DGCA, into GCAA. The process involves using the GCAA E-service through a UAE operator or approved training organization.
Some Pilots did it, such as FlyDubai and AirArabia Airlines
If anyone would like to advise or share their input please be more than welcome.

GCAA Doc.