Twenty years of production judgment, now built into AI systems that ship real content.
I design and run AI-driven creative pipelines, market research, scripting, generation, and quality review for brands that need to produce more content without producing more noise. Grounded in 20+ years of Hollywood VFX and creative direction.
How the work gets made
The same four-stage discipline runs under every AI-workflow case below: research grounds it, a trained rubric evaluates every output, and a VFX-trained eye signs off before it ships.
Market Research
Automated signal gathering across competitors, hooks, and formats already validated in-market.
Script Generation
Claude MCP + rubric-guided prompts turn signal into structured scripts and shot lists.
Visual Production
Higgsfield · Nanobanana · Kling · Runway route to the right model for each asset type.
Continuity Review
A VFX-trained quality pass checks brand consistency before anything ships.
AI workflow case studies
Seven briefs, one operating system: research, generation, review. CortexFlow is the flagship: it's the only case with a live, clickable pipeline.
CortexFlow
An end-to-end AI video production pipeline I built to remove the bottleneck between "we should make more content" and content that actually ships. CortexFlow automates market research, drafts scripts against a rubric, routes generation to the right model, and gates everything through a continuity review before publish.
- Ingests category signal: winning hooks, pacing, and objection-handling angles already validated in-market
- Claude drafts and scores scripts against a calibrated rubric before a single frame is generated
- Structured prompt recipes route each shot to the right model, whether image, video, avatar, or product
- Every asset clears a brand-consistency and continuity gate before it's marked ready
Four pillars, one operator
AI operations, evaluation, generative production, and performance marketing, run by one person who has shipped in all four.
Twenty years behind the camera and inside the compositor
Before the AI pivot: Hollywood visual effects, editing, creative direction, and motion design. The craft that AI systems still can't fake.
Visual Effects
Editor / Motion Designer / AI GEN
Creative Director
I understand what "creative quality" actually means, and how to turn that into a system.
Twenty-plus years in audiovisual production, from live visuals for electronic music to Hollywood VFX on Elysium, Snowpiercer, A Good Day to Die Hard and The Twilight Saga, to leading creative teams across YouTube, short-form, and branded media. Bachelor's in Advertising and Marketing from UniCEUB, Brasília.
Over the last three years I've built AI-driven marketing operations that combine strategic market analysis with automated content production: scaling 25+ brands on social, building four enterprise AI video playbooks that cut production time by 60%, and generating $500K+ in measurable revenue through creative AI integration.
From film sets to AI systems
Creative Technologist & AI Operations Specialist
Independent practice + AI training work with Alignerr and micro1. Architecting AI creative pipelines, rubric design, and generative evaluation for frontier AI companies and direct clients.
Creative Director, 3D Artist, VFX Artist & Motion Designer, Freelance (Luxess)
Running my own independent studio, Luxess: full-stack creative direction, 3D, VFX, and motion design for brands spanning crypto (APWars), gaming (Arma 4), fintech-adjacent (Igual, Control Gest), industrial software (Micromine), and startups (Exib.me), concept through final delivery.
VFX Artist & Digital Compositor, Method Studios, Zoic Studios, Faction Creative
Compositing and CGI integration on theatrical features including Elysium, Snowpiercer, A Good Day to Die Hard, and The Twilight Saga: Breaking Dawn – Part 2, game cinematics for Halo 4 and Mass Effect 3, and episodic television VFX.
VJ & Video Mapping Artist, 3D Animator, Self-employed (VJ Trilux)
Fourteen years creating real-time 3D visuals, motion graphics, and video-mapping content for clubs, festivals, and live events across Brazil, modeling, animating, and rendering scenes synchronized to live music performances.
Let's build the system your content needs.
Open to AI operations roles, rubric & evaluation work, and creative-technologist engagements. Remote, anywhere.