I think this isn't what the OP asked for.
The problem is, that you need to upload epubs via the google play store:
https://play.google.com/books - which is not very comfortable. As far as I know, Google isn't providing an API (..yet:
http://screencast.com/t/n56YsGPnq) - but maybe someone has created a dirty workaround?