Creative workflow architect
The fit is the bridge between model capability and creative adoption.
This portfolio is built from a filmmaker's starting point: co-directing S4, working in DaVinci Resolve, and using ML-assisted post workflows such as de-aging, green screen removal, and neural rendering in service of story.
Why the portfolio fits.
The projects connect into a practical pipeline: creative brief, generation, scene review, evaluation, and deployment. The point is not just building around models. It is helping a team adopt the workflow around them.
S4 provides end-to-end creative production context, with a JRE clip from the project reaching 2M-plus views.
DaVinci Resolve practice grounds the AI work in editing, review, finishing, and delivery habits.
De-aging, green screen cleanup, and neural rendering are framed as production tools, not isolated demos.
The repos show custom tooling depth when creative workflows need rendering, evaluation, or deployment support.
Requirement mapping.
The role asks for someone who can build, demo, explain, train, and translate customer feedback. The repos are arranged to prove that range.
| Role need | Portfolio proof |
|---|---|
| Experience creating content end to end | S4 feature documentary, DaVinci Resolve workflow, and AI-assisted post pipeline |
| Creatively push models with workflows and custom pipelines | cinematic-controlnet, video-gen-eval, splat-web-viewer, cloud-inference-platform |
| Craft demos for enterprise prospects and customers | Recording-ready 90-second walkthrough, demo script, and the live splat viewer |
| Guide teams through how to use the workflow | Workshop page, film-first framing, and a walkthrough structure that starts from the brief instead of the repo |
| Explain common use cases and workflows | Cinematic control, 3D review, creative QA, and enterprise rollout case studies |
| Serve as product expert in pre/post-sales conversations | Role-fit framing, the demo deck, enterprise demo outline, and product insight sections |
| Translate customer feedback into product insights | Creative QA workflow, failure labels, and deployment tradeoff analysis |
"My anchor is filmmaking. The technical work matters because it helps creative teams generate, control, review, evaluate, and deliver work under real constraints."