

Enterprise analytics & controls leader with 17 years in various domian data pipelines, fraud defenses, and regulatory-grade data quality. Designs and operates control-native data ecosystems—reconciliation, validation, lineage, observability, and evidence baked into every release—while modernizing SAS estates to SQL/Python on AWS without disrupting BAU. Partners with CIO/CRO/CDAO/Compliance/Internal Audit to reduce loss, strengthen governance, and improve SLAs and cost-to-serve. Known for incident command discipline, operating model design, and measurable business outcomes. Driving modernization through SQL/Python/AWS adoption, Pattern standardization and AI-assisted automation for validation and reconciliation and lineage workflows.