John, thanks for the food for thought. I wonder if you have any tips on when to go for a hybrid package versus when to stick to python. Right now I am learning C# and I think about building a hybrid-like script so that C# can handle the heavy lifting of some preprocessing I have to do, but I am not sure when this is worth it and what kind of trade-offs I am going to have to deal with. Any thoughts? Cheers!