We also use python in production at plotwatt for machine learning. We started by prototyping in matlab and then porting to c++, but have since found it much much easier to just do everything in python and numpy. When speed was an issue, we slightly changed the way we implemented the algorithm rather than implement the same algorithm in a faster language. Admittedly this isn't always possible.