Product Manager · Structured Content · Knowledge Graphs · AI-Ready Pipelines
I’m a product manager and content systems architect with deep experience designing AI-ready structured content pipelines, integrating with knowledge graphs, and leading documentation automation for cloud and enterprise software. I’ve worked across product, engineering, and UX to deliver solutions that scale across teams and systems—especially where structured content intersects with AI, APIs, and LLM retrieval.