Selected systems
Each of these is a complete pipeline, not a wrapper around a single model — multiple AI systems chained together, each doing the one job it's best at, connected to real data.
BridgeVFX
On every show, artists wait on supervisors to translate client notes into direction — and supervisors are the busiest people in the building. Bridge reads every unactioned note in Flow, works out what the client actually wants, and paints the answer onto the real frame. Direction gets confirmed in seconds, not days.
StoryViz
Storyboarding that grows with the production. Draw a rough sketch on a layered canvas, then walk it up a fidelity ladder — sketch → illustrator → colour → cartoon → photoreal — while the whole board stays in one consistent style, with named characters kept consistent across every cell.
NovelViz
An AI reading companion that only ever knows what you've read. Ask questions, explore characters, generate imagery straight from the book in your hands — with spoilers made impossible by design, because the model is never shown a page past your bookmark.
Jarvis — Voice Second Brain
Talk to your notes out loud. Ask a question and the answer is spoken back in a cloned voice while a 3D knowledge galaxy flies to the source note and lights it up. An agent layer drafts emails, checks calendars and actions tasks — with a confirm step before anything leaves the building.
How I work
The hard part of AI tooling isn't the model — it's knowing which problems are worth solving and where a tool has to sit inside an existing workflow to actually get used.
Find the real bottleneck
Every tool starts on the production floor — a genuine constraint costing real hours, spotted while doing the job. Never a tech demo in search of a problem.
Map the workflow
Break the process into steps. Decide which need human judgement and which don't — then pick the right model for each link in the chain.
Build & wire it in
Ship a working tool connected to the systems crews already live in — Flow, review, storage — so it removes a step instead of adding one.
Keep humans on approval
AI proposes; supervisors approve. Every pipeline I build has a human sign-off exactly where creative accountability lives — that's why they get adopted.
The toolbox
Chosen per job, not per hype cycle — the value is in knowing which tool to reach for, and how to chain them.
Models & AI
Production & pipeline
Product & web
Building the same thing for your pipeline?
Whether it's a production bottleneck that needs a tool, or a team that needs someone who speaks both VFX and AI fluently — I'm easy to find.