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Cristiana Duarte is a skilled Data Scientist with experience at Feedzai since September 2024 and previously at SIBS, where Cristiana developed heuristic rules for fraud detection. Prior to their work in data science, Cristiana served as an IT Technician at FIL - Feira Internacional de Lisboa, providing technical support for speakers and configuring computer networks. Cristiana also gained finance experience as a Finance Analyst at BIZAY, focusing on financial performance evaluation and process optimization. Earlier career experience includes serving as a Lifeguard at Instituto de Socorros a Náufragos, emphasizing resilience. Cristiana holds a Master's degree in Knowledge Management and Business Intelligence from NOVA IMS and a Bachelor's degree in Management from Iscte.