It's not possible to set bookmarks in the application, because this feature doesn't actually exist. I have installed it on my phone and then accessed all the available options. The only thing you can set is the font and various settings related to font display.
You might have to recommend this feature to the developer if you want it implemented in the application: support@MiklalSoftware.com