Creative Technologist · Pipeline Architect

Generative Production

Filmmaker and creative technologist directing generative models into reliable, repeatable production — for original film and at brand scale.

Los AngelesOriginalFinishedDrag to compare ↔
Finished shot rebuilt through the pipeline
Original captured footage
Original Finished
Motion Detected — original capture, rebuilt environment. Drag to compare.
The System

A production pipeline, not a prompt.

Sourcefootage
Generationimage / video
Identity& consistency
Environment& motion
Finishingupscale / edit

The stack

Local I2I rigMac Studio M2 Ultra (128GB) · ComfyUI · Juggernaut XL · dual IPAdapter Advanced · DifferentialDiffusion · FaceDetailer
Cloud V2V rigRunPod RTX PRO 6000 (96GB) · Wan 2.1 14B + VACE · Topaz Video AI
Google LabsFlow · Gemini — production tools on real client deliverables
OrchestrationTailscale + Jump Desktop · SSH / VS Code Remote

Problems solved

  • Held character and wardrobe consistency across 75+ shots of a feature.
  • Engineered around a RunPod network-volume write bug by symlinking I/O to /tmp, keeping the cloud rig stable.
  • Built batch, automation-friendly workflows for repeatable shot-by-shot output.
Selected Work
Pipeline case study

Motion Detected

Architect & pipeline design · Writer / Director (original)

A distributed horror feature, rebuilt into a repeatable AI production framework. Original performances become the control layer for environment replacement, character redesign, and shot expansion — continuity and cinematography preserved. Each pair runs an original frame to a finished shot, and the camera moves more with each one.

Proof at brand scale

YouTube — Day in the Life

Creative Producer · Generative workflow design

The same systems, applied to live client work. A fully AI-generated narrative campaign for YouTube Sponsorships — two arcs running down the columns, following audiences through a day across image generation, video generation, editorial, and finishing.

System design

Operation Ares

Creator · Pipeline & systems design

An original sci-fi series built as a testbed for batch, automation-friendly generative workflows. Helmeted characters are a design choice — a way to stress-test identity consistency and worldbuilding at scale across a long-form, shot-by-shot I2V pipeline.