Can we Build our own integration between Confluence cloud and GitHub through REST API ? Is there any other possibilities for own development?

Looking for possibilities for integrating Confluence cloud and GitHub Integration with out any add-ons or plug-ins.
Is there any possibilities through REST API ?

Yep, lots.