Victor Chen

I connect AI knowledge assistants with operational web workflows when the work depends on both a system and clear working material. I focus on a concrete deliverable, the people who will use it, and a handover that makes the next iteration manageable. Teams receive the completed work with the key assumptions and testing steps documented, so they can maintain it after delivery.