By manipulating the XDG_DATA_HOME environment variable I was able to run multiple instances of the official telegram desktop.
This will be useful until telegram provides a better manner, in the official release, to handle multiple users in telegram, just like they did in the mobile version.
If the path ~/.TelegramDesktop
exists, this solution won't work.