Eduardo Madrid has over 18 years of C++ experience and works as Software Developer at Crabel Capital Management. The material for this presentation is derivative of work made by him currently running in production at "Crabel" to process CME MDP3 financial data. "Crabel" is a Hedge Fund with activities including automated trading, it has been continuously successful for over two decades, and is among the largest trader of Futures