At Ripio, I calibrated rules based on transaction behavior to improve fraud detection and reduce false positives. I monitored fiat and crypto activity, investigated anomalies, and worked to meet operational SLAs.
I analyzed transaction patterns using Chainalysis and TRM Labs, and applied UIF, BCRA, and FATF requirements, including sanctions screening and suspicious activity reporting. I also collaborated with Data Science on predictive fraud models and used basic SQL queries and Python for initial data analysis.
At Ripio, I managed end-to-end KYC/AML onboarding and due diligence, and helped standardize procedures and train teams. Earlier, as Regional Manager at Venezolana de Pagos Rápidos (Pagueaquí), I increased regional transaction volume by 15% and improved operational efficiency by 10%.

