Define and drive the long-term architecture of Faire’s ML platform across training, inference, feature management, and governance.Establish company-wide standards for code quality, testing, MLOps, experimentation, model lifecycle management, and observability.Lead adoption of Unity Catalog, multi-workspace strategies, and data/ML mesh patterns.Architect scalable ML workflows using S