The Android app is showing the HTML encoded version of the badge description in the profile feed.
This is on version 1.0.6 on Samsung Galaxy SIII running Android 4.1.2.
Thanks for reporting this! I had completely neglected to check if badges had HTML entities in them or not. This is fixed as of version 1.0.7.