Lead strategy and build reusable data models, AI frameworks, and platform integrations to productionize research. Manage a small distributed data science team (3-6), collaborate with engineers, researchers, and educators, and translate lab implementations into scalable, modular tools and infrastructure to accelerate R&D and product development in education.