Over 20 years of IT leadership in data architecture, modeling, and governance, driving projects that improved operational efficiency by up to 30%.Built and led cross-functional teams to implement advanced data analytics and machine learning initiatives in dynamic, high-growth environments.Developed comprehensive data governance frameworks ensuring data security and quality across cloud data migrations and SaaS metrics.