Designs and maintains Snowflake data models and ingestion pipelines supporting enterprise reporting across retail, cultivation, manufacturing, marketing, and finance. Refactors Power BI logic into governed, tested, version-controlled warehouse models; establishes modeling standards, data quality monitoring, documentation, and lineage. Partners with analysts and stakeholders to develop reusable reporting solutions, supports semantic and BI tooling, evaluates data platform technologies, mentors analysts, and contributes to shared pipeline ownership.