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.
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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.