Ask HN: Has anyone used machine learning to trade?

I'm thinking of trading on either the FX or Stock markets using ML algorithms (primarily neural networks) on an intraday timescale. Does anyone have any experience in doing this? Any tips/stories/recommendations on brokers, data, etc? Is it a complete waste of time to try without being a big fish (I've only got about 10K to venture on this)?