Designing Learning and Workflow Systems for Responsible AI Adoption
I help organizations translate AI tools into real workflows, employee adoption, and measurable enablement outcomes.
AI Adoption · Workflow Integration · Enterprise AI Enablement · Learning Experience
Columbia University, M.A. in Instructional Technology & Media
How I Design Enablement Systems
Translate AI into Workflows
Map use cases, identify users, define workflow changes, and clarify human-in-the-loop steps.
Design Enablement Systems
Build role-based training, adoption journeys, learning assets, and support resources.
Support Responsible Deployment
Connect responsible use, governance checkpoints, risk awareness, and measurable adoption outcomes.
Selected Projects
