Continuity
Characters that stay themselves
Custom-trained likenesses that survive a costume change, a new location, and four hundred shots — instead of drifting a little further from the reference with every generation.
Productions · San Luis Obispo, California
AI filmmaking built shot by shot — with the character continuity, camera discipline, and look control a production actually has to sign off on.
Generative AI engineer & AI filmmaker · DreamWorks Animation alum · A decade of world-class film work
The film
A fourth-generation cowboy story, made end to end with generative tools by a crew of one — written, directed, and finished in-house.
The same character, the same face, the same hat, shot to shot. Deliberate coverage instead of happy accidents. A look developed once and enforced everywhere.
That's the whole difference between a demo and a delivery.
Capabilities
Over ten years specializing in AI-driven content generation, including nearly seven at DreamWorks Animation building production ML and generative tools for feature animation. Credits across major studio and streaming content.
Feature work at DreamWorks
Where these projects break
Continuity
Custom-trained likenesses that survive a costume change, a new location, and four hundred shots — instead of drifting a little further from the reference with every generation.
Control
Blocking, lens choice, and camera movement driven by structural conditioning, so a note like "push in slower and give me his left side" is a change you make, not a re-roll you hope for.
Scale
Look development locked once and applied across the whole show, with versioned assets and repeatable passes. Built the way a shot pipeline is built, because that's my day job too.
Delivery
Mastered for the screen it actually plays on — LED wall, projection, dome, or ultrawide — at the resolution, aspect ratio, frame rate, and color space the venue requires. Not a 16:9 file and good luck.
Under the hood
A walkthrough of an actual production graph — character masking, pose conditioning, upscaling, and video sampling wired together as a repeatable system.
Worth two minutes if you want to know whether the person you're hiring is building something or rolling dice.
Available for new work
Send a script, a deck, a moodboard, or a napkin sketch. I'll tell you straight whether this approach is right for it.