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[Applause] thank you very much so its a pleasure to be here I will explain to you how at VBA we build a classifier to distinguish or tag money transfers based on text and also how we build it with spark and the lessons we learned in the way so this is especially about lessons from the data science point of view but if you want to touch other topics we can discuss later maybe about development details or or other other things so this is joint work with which pay another from vivid data analytics we are a spin-off company from the vvv a bank the bank created that company three years ago to specialize in the science and my name is Jose Rodriguez I am a leading one data science team so if you an idea of what we do this our goal is to improve user experience in retail banking products using machine learning and since we are at the SPARC summit we we will see one of the tools that we build with part so first of all to give you an idea of what we mean by that lets see three specific exampl
