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Selected Work

Magnopus

Immersive VFX Integration

AI-supported visual development for a high-profile immersive reinterpretation — evaluating generative outputs for photorealism, lighting accuracy, and production-readiness at Sphere scale.

Timeline

2025

Role

AI Creative Specialist

Team

Magnopus

Tools

ComfyUI / Veo / After Effects / Premiere

Immersive VFX Integration YouTube thumbnail

Links

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.

Process

  1. 01Started with narrative beats and target mood frames, establishing quality benchmarks for each scene family.
  2. 02Ran comparative generation passes, diagnosing output failures and narrowing to production-safe visual directions.
  3. 03Converted winning directions into clean delivery packages with structured annotation for VFX and comp handoff.

Impact

Accelerated early visual iteration and helped lock the project's tonal language sooner through systematic AI output evaluation.

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