I help enterprise organizations design, modernize, and govern mission-critical cloud data platforms. With 15+ years across the full data architecture lifecycle, my recent work centers on architecting scalable lakehouse ecosystems on Microsoft Fabric, Azure, Snowflake, and bridging raw enterprise ingestion directly to executive-ready semantic layers. Recent highlights: Fabric vs. Databricks Platform Strategy: Delivered comprehensive reference architecture decision frameworks evaluating capacity management, lakehouse patterns, operational fit, and TCO to define enterprise platform roadmaps. Medallion & Lakehouse Architecture: Designed enterprise Snowflake and Fabric platforms applying Bronze/Silver/Gold patterns for complex, multi-source environments including cybersecurity telemetry and ERP migrations. Enterprise Integration & Governance: Spearheaded data migrations from on-prem legacy systems into Azure Data Lake and Azure SQL, enforcing rigorous security and compliance frameworks (GDPR, PIPEDA, PHIPA, HIPAA). Certified Expertise: Microsoft Certified in Fabric Data Engineering (DP-700), Fabric Analytics Engineering (DP-600), and Azure Data Engineering (DP-203). Currently based in Metro Vancouver and partnering with enterprise leadership, system integrators, and crown corporations across British Columbia on modern data platform strategy, Fabric migrations, and high-impact contract initiatives. Core Focus: Microsoft Fabric • OneLake • Azure • Medallion Architecture • Semantic Modeling • CI/CD DataOps • Enterprise Data Governance