Hidden Markov models are serious stuff. If you already understand them, leverage that power and go build an application! No point in learning the theory if you aren't going to apply it.
I've built some text generators, and a POS tagger. But, for much of the more interesting stuff I want to do, it seems like I need things like time-series, or regression models -- which elude me entirely at the moment.
