Why it exists
AI can generate individual assets, but a coherent video needs timing, visual continuity, approvals, and a path to human editing. The hard part is making those steps work together reliably.
Portfolio / CASE STUDY
Public creative tooling
Video Production Pipeline.
A local production workflow linking narration, image generation, review, composition, and editable video assemblies.
MY ROLE
Media workflow design and automation
What I built
The current project documents a local Studio workflow for long-form video: narration beats, generated imagery, retained takes, review stages, HyperFrames composition, and Final Cut Pro assemblies. Local and optional cloud providers are selected explicitly.
Project in view
Engineering decisions
Creative judgment stays in the loop
Narration and images have review gates. Prior takes are retained, and approving a scene is distinct from simply generating an asset.
Preserve durable project state
The README describes saved job state and activity records so a browser refresh does not erase the production workflow or imply that a cancelled operation succeeded.
Keep outputs editable
The pipeline supports both an automated composition and an FCPXML handoff. A generated draft remains something a person can refine, rather than an irreversible final artifact.
Capabilities in practice
- Creative systems design
- Multi-provider orchestration
- Media automation
- Review and recovery workflows
- Human-in-the-loop AI
Status & scope
Local tooling with documented environment requirements and external dependencies. The portfolio links the implementation; it does not claim a published video channel or independent production benchmark.