Operate as a founder on client projects: own strategy and execution, present AI roadmaps, design and build AI systems (vision pipelines, document extraction, recommendation engines), ship solutions across varying stacks, communicate technical tradeoffs to non-technical stakeholders, and adapt quickly to different industries and tools.