I couldn't find any option to export a project in Redmine control panel. Is there any way to create a tarball of a project so that one can view it later on browser? I need this to deliver the project to a customer.
PS I use the Bitnami Redmine Stack.
You can export your whole Redmine installation (that is the database, uploaded files, ...) and ship it to the customer as described by Jota Martos in his answer.
However, with that approach, you would ship all data contained in the Redmine to your customer, including unrelated projects and potentially private data. Also, the data is not really browsable on its own.
With that being said, there is no built-in way to export entire projects in Redmine, partly because with global data (such as users, trackers, issue statuses,, shared versions, cross-project relations, ...) it's not clear what exactly belongs to this project, partly also because a later import of the exported files are even harder.
Still, there are ways in Redmine to export data in human-readable form:
Note that there are limits of how many issues can be exported at once and that it might take a long time to create the files. Depending on your setup, this might result in timeouts of your webserver. You might also try to use the Redmine API to gather the necessary data.