I offer a systemic vision to reduce costs, losses due to non-payment, loan loss reserves and increase the placement of credits that add economic value for the business using risk management, fraud management, analytics, data science and collection as tools to achieve it. Data driven using conventional data and external data to develop scores models for fraud, default, collections. Handling key data vendor management and experience in risk policy analysis.