PS, it's interesting that CS224d : Deep Learning for NLP is trending at the same time as Myra. A lot of stuff is common to both - for instance, the topic on Recurrent neural nets for word embedding.

There are a bunch of very nice NL related experiments I've tried that are waiting in ipython notebooks, that we would love to experiment with here in production. If anyone here is interested in working on problems that relate to NLP/Deep Learning, and doing so with millisecond response times, at scale - you know what to do :)