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Experiencia
- MantikaMachine Learning EngineerBANCA & SEGUROSmarzo de 2024 - Hoy (2 años y 5 meses)Montreal, Canadá• • Built a real-time fraud scoring system reducing false negatives by 22%.• • Improved model precision and recall through feature engineering and rule optimization.• • Designed dashboards to track fraud KPIs and support data-driven decisions.
- ExperianMachine Learning EngineerBANCA & SEGUROSagosto de 2023 - marzo de 2024 (7 meses)United States• • Developed and deployed risk and credit scoring models serving 1M+ loan applications monthly.• • Increased model stability and reduced inference time by 35%.• • Collaborated with global teams to enhance credit and fraud systems at scale.
- CarefullData ScientistBANCA & SEGUROSdiciembre de 2021 - agosto de 2023 (1 año y 8 meses)New York, NY, USA• • Implemented unsupervised ML for anomaly detection, cutting fraud losses by 18%.• • Built AWS Quicksight dashboards for real-time fraud monitoring and executive reporting.• • Delivered POCs that improved detection accuracy across 500K+ bank transactions.
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Formación
- Master's in Industrial EngineeringUniversity of Buenos AiresMaster's in Industrial Engineering