With over 20 years in data, AI, and analytics, I work at the intersection of Snowflake, cloud architecture, and applied machine learning to turn complex data into production-grade systems that drive real business outcomes. My background spans business intelligence, data engineering, and data science, so I’m comfortable owning the full lifecycle from data ingestion and modeling through to dashboards, AI services, and executive-facing insights.​ I specialize in building scalable data platforms on Snowflake and modern cloud stacks, focusing on performance, governance, and reliability. This includes designing robust architectures, streamlining ETL/ELT, and using Snowpark and native apps to power advanced analytics, real-time decisioning, and privacy-conscious ML.​ I’ve delivered machine l...