The work often begins exploratively, guided by a clear idea or question. I use my background in film studies to test ideas and how far they can stretch within this medium. From there, I design pipelines where variables are controlled: one character, multiple outputs, repeatable lighting.
Once visuals move beyond a single frame into campaigns or series, consistency decides whether they can scale. Good-looking images are one thing. Reproducible ones demand structure.