Contribution
- Evaluated AI-generated assets across multiple model architectures, scoring for photorealism, lighting coherence, and material fidelity before handoff to VFX supervisors.
- Shaped prompt and reference workflows around super-resolution and outpainting, iterating on prompt structure to maintain period detail, costume texture, and scene continuity.
- Provided structured creative feedback on "performance gap" moments — articulating specific reasons outputs failed (e.g., temporal drift, expression inconsistency) rather than general observations.
