Thank you @rnjn.
So right now the only option to run on Ubuntu would be to run a VirtualBox/Vagrant on Ubuntu, so that Bahmni runs inside a CentOS VM. And seems like currently the testing of Bahmni releases by ThoughtWorks, happens only on CentOS.
Regards Gurpreet