Designed and rolled out an internal AI platform on Kubernetes with self-hosted LLM infrastructure (Open WebUI, LiteLLM, vLLM, Dify, PostgreSQL). Combined platform engineering with enablement: onboarding teams, writing documentation, building integrations (including Slack), and deploying MCP capabilities for practical internal adoption.