Building and refining custom repeatable node-based AI workflows, primarily focused on product and collectible photography for licensed consumer goods. The core of this work has been prompt engineering and workflow architecture: learning how reference images, style presets, and generation parameters interact to preserve surface graphics and brand fidelity at scale, and building systems that can push an entire product catalog through a consistent visual treatment without requiring individual attention on each asset.