Builds the internal AI platform at Instructure: designs REST/GraphQL APIs and domain services that abstract LLM usage for product teams, and runs the AWS infrastructure behind prompt management, context handling, auditing, and response processing. Also creates developer tooling, documentation, and best practices for LLM use.