"If you can dream it, you can do it"-Walt Disney.With deep experience in building scalable governance frameworks, I specialize transforming complex data into efficient, compliant ecosystems through cross-functional collaboration.Transforming Governance with AI/ML: A Summary of Impact Across Roles• Automated Compliance & Data Quality Enhancement:Reduced regulatory risks and elevated data quality by integrating AI/ML-powered governance frameworks and automating critical controls like data validation, anomaly detection, and real-time reporting. Predictive models forecast potential non-compliance risks, enabling proactive issue resolution and continuous monitoring.• Cloud Migration & AI Innovation:Spearheaded migrations to AWS, Azure, GCP, Databricks, and Snowflake, driving scalability, operational efficiency, and cost savings through AI-enabled resource optimization and performance monitoring. Integrated AI/ML analytics within cloud environments to deliver real-time insights and unlock new opportunities for innovation.• Regulatory Alignment with Predictive Insights:Ensured compliance with GDPR, BCBS 239, SOX, HIPPA and CCPA by aligning governance practices with AI-powered regulatory monitoring, including automated alerts for potential violations and audit trail management.Established frameworks to manage emerging risks from AI governance and privacy regulations, ensuring the organization stays ahead of compliance requirements.• Leadership in Data-Driven Transformation:Provided change leadership and stakeholder management to drive alignment across global teams, fostering a data-driven, AI-centric culture. Led with an emphasis on mentorship to cultivate future leaders, while streamlining governance through Agile methodologies. Ensured business alignment by integrating ML-powered workflows and automating governance processes for efficiency and scalability.• Enhanced Data Lineage & Metadata through AI/ML Tools:Leveraged tools Collibra, Ataccama, IBM, Informatica along with AI-powered tools for metadata discovery, impact analysis, and intelligent data classification.Improved data lineage by automating data flow tracking across complex ecosystems, ensuring data transparency, and enabling advanced root cause analysis for data quality issues.• Architecting Robust Data Solutions:Designed modern data architectures, including Medallion Architecture, Data Lakes, and MDM/EDW solutions, to centralize and govern enterprise systems.