Elena Marsh

AI Imaging Editor

Elena explains how AI portrait generation actually works — reference photos, diffusion models, what the technology gets right and where it still fails. She tests outputs critically and covers the etiquette questions too: where AI headshots are appropriate and how to use them well.

17 guides published on AI image generation, AI headshots, diffusion models. Articles are assigned by subject area, not rotation — Elena Marsh does not write outside this beat. Every piece is fact-checked against primary sources before publication under our editorial standards.