Owner-operated & air-gapped
I'd rather run my own 5090 and local models than hand assets to an online pay-per-guess slot machine. Your footage and data stay put.
About
Ryan Wuckert
AI Workflow Consultant · ComfyUI & Image Pipeline Specialist · B2B Remote
São Paulo, Brazil / Manitoba, Canada · Remote, any timezone
The story
For 17 years I managed complex image pipelines on major film sets — Universal, Netflix, Sony and more. As a DIT and camera professional I was responsible for the integrity, organization and colour accuracy of every frame captured — from The Long Walk to Nobody, Tales from the Loop to Violent Night.
When generative AI arrived, I saw the connection immediately. The same pipeline discipline that makes a film set run — data management, colour science, quality control, repeatable process — applies directly to AI image workflows.
Today I build custom ComfyUI automations and AI solutions for remote teams, and I run my own air-gapped hardware so high-value assets never leave the machine. I help production companies, post houses and small businesses turn AI from an experimental toy into a reliable, production-ready pipeline.
The approach
Local-first. Open source. Human in the loop.
Open source by default
ComfyUI, FLUX, WAN, LTX, Ollama — I build on proven open tools, and I actually know the licences that govern each workflow.
Human in the loop
There's no magic bullet — you coax the result out of several tools. I build the workflow that keeps the human driving, not the model.
Skills & tools
Technologies I work with daily to build production-ready AI pipelines.
ComfyUIRunwayKlingMidjourneySeedanceFLUXHunyuanWAN 2.2LTX VideoZ-Image TurboSULPHUR2SCAIL2PythonPyTorchTensorFlowOpenCVDaVinci ResolveLiveGradeLLMsOllamaDockeropencodeGitGitHub Actions
Let's ship something great.
Direct hire or B2B — flexible terms. I'm open to teams ready to automate, scale, or debug their AI pipelines.