Twitter-style autocomplete in textarea
Another great library which solves this problem At.js (deprecated)
They are now suggesting the Tribute library
Have you tried this
GITHUB: https://github.com/podio/jquery-mentions-input
DEMO/CONFIG: http://podio.github.io/jquery-mentions-input/
It is pretty simple to implement.