The process begins with real world movement. I collect footage of dance and physical performances and use those recordings as motion references. In parallel, I develop original characters as still images. I explore anatomy, fashion, visual identity, photographic style, and environment design.

I then use motion control techniques to transfer the source movement to these synthetic characters. The reference footage guides body mechanics, gestures, posture, timing, weight shifts, and physical rhythm. The generative system interprets the performance while preserving the visual identity of the new character and its environment.

This approach treats recorded movement as a form of visual instruction. Instead of describing complex choreography entirely through text prompts, I use human performance to guide the motion directly. This gives me greater control over movement while preserving the subtle details and imperfections that make a performance feel human.

The collection works as both a creative study and a technical experiment. Each piece tests motion transfer, character consistency, visual continuity, and control across time. It also explores how much of a performance remains recognizable when the original body, clothing, appearance, and environment change.

Motion Control Collection explores the space between captured performance and synthetic interpretation. At its center is a simple question: What happens when movement becomes independent from the body that performed it and receives an entirely new visual identity?

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The project asks a simple question. What if every institution that shapes modern life became a living machine?

At the center is Novia Robot, a quiet and emotionally restrained android who slowly awakens inside a society ruled by towering mechanical patriarchs. Around her are symbolic figures such as the Father of Commerce, Father of Beauty, Father of Family, Father of Production, and Father of Morals. Each character represents a different system of power, transformed into exaggerated cybernetic beings that feel both absurd and strangely believable. They are not villains in a traditional sense. They are living ideologies, designed to embody consumption, beauty standards, productivity, conformity, and authority.

Opposing and surrounding them is another layer of contemporary mythology. Celebrity Pomeranians become monstrous icons of fame. Billboard Women blur the line between advertising and identity. Factory Women embody endless industrial labor. Hipster Invaders represent trend culture, performance, digital validation, and the endless pursuit of relevance.

Visually, the project blends the language of classic Japanese manga with contemporary generative AI workflows. Every character began as a carefully constructed prompt in Midjourney, built around a consistent visual vocabulary inspired by hand painted animation cels, halftone shading, dense ink linework, old film grain, and retro mechanical design. Once each design reached the desired level of consistency, I developed detailed production style reference sheets using Figma Weave, expanding every character into front, back, profile, close ups, mechanical details, footwear, hands, and construction studies. The reference sheet structure itself became part of the creative process, allowing each design to feel as though it belonged to an animated television production from an alternate history.

Although created with generative AI, the work is fundamentally about art direction. Every character required iterative prompt development, visual editing, design refinement, narrative thinking, and production planning. The AI generated possibilities, but the final identity of each character came through hundreds of creative decisions involving silhouette, symbolism, proportion, fashion, materials, personality, and world building.

The result is a fictional cast that feels simultaneously nostalgic and contemporary. Familiar enough to recall lost manga and anime from the nineteen eighties, yet rooted in today’s conversations about technology, identity, consumer culture, labor, beauty, and social performance.

This collection serves as both concept art and the visual foundation for an experimental AI music video that continues to evolve.

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My work on the project focused on developing the graphic language that supports the documentary’s narrative structure. During early development I contributed to the visual direction through mood boards, storyboards, exploratory reels, and motion design tests that helped define the tone and graphic system used throughout the film.

I also handled a range of visual effects and motion graphics work, including compositing, keying, tracking, and matte painting. These elements were used to integrate archival material, photography, and graphic components into a cohesive visual environment that supports the storytelling.

In addition to the VFX work, I designed and animated several graphic systems used across the documentary. This included title cards for dates, names, locations, and chapter transitions, as well as a set of animated triptych layouts used to present imagery and archival content. I also created a page turn visual motif that appears throughout the film, reinforcing the editorial and literary themes connected to Talley’s life and work.

Together these elements form a flexible visual framework that supports the documentary while allowing the story, voice, and cultural presence of André Leon Talley to remain at the center.

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LUX is an ongoing generative film cycle inspired by the music, symbolism, and emotional architecture of Rosalía’s album LUX. Created using a hybrid workflow of AI image generation, AI video synthesis, and traditional film editing, each piece explores the tension between the sacred and the synthetic, the corporeal and the algorithmic, devotion and distortion. Rather than illustration or adaptation, LUX functions as a cinematic response, a visual meditation on sound, rhythm, memory, and ritual translated through machine vision.

Conceptual Approach

These films are not narratives in the traditional sense. They operate as visual poems: fragments of gesture, texture, and movement that echo the emotional states of the music. Flamenco, religious iconography, industrial minimalism, and surrealist collage coexist inside environments that feel simultaneously ancient and computational. AI is treated not as a shortcut, but as a performer, a collaborator capable of hallucination, failure, and beauty.

Technical Process

Each film is built using a custom pipeline that blends:

• Weavy.ai for orchestration, sequencing, and managing the generative workflow.

• Midjourney for conceptual imagery and visual world-building.

• Kling for AI-driven motion, transformation, and temporal distortion.

• Adobe Premiere for editorial rhythm, pacing, and final cinematic assembly.

This process allows for precise control over mood and symbolism while preserving the unpredictability that makes generative systems expressive.

Status

LUX is an ongoing series. New films will continue to expand this universe, responding to additional tracks and evolving alongside advances in generative tools.

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My role focused on compositing and preparing the athlete shots that appear throughout the sequence. A key requirement of the broadcast workflow was the ability to update the opening daily as new competitions and standout moments emerged across the Games. This meant integrating new athlete footage and disciplines quickly while maintaining visual continuity with the established design system.

To support this rapid turnaround pipeline, we built an AI assisted compositing workflow inside Adobe After Effects using the plugins Mask Prompter 3 and Lockdown 3. These tools allowed for faster rotoscoping, surface tracking, and precise compositing of athletes into the evolving sequence. The system made it possible to adapt the opening throughout the Games, ensuring that the title reflected the latest Olympic highlights and performances in near real time.

This production approach balanced cinematic design with broadcast practicality. The result was a dynamic opening that evolved throughout the Paris Games while preserving the visual identity developed by Imaginary Forces.

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Text prompts & look exploration

Characters development: “bruja mayor”, zombie & “bruja joven”

Spaces: the house, the forest and the beach

The movie poster, and 5 options

The movie title, and credits

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Raw footage from NBC Olympics

Usain Bolt, 100-Meter Race from the 2008 Olympics In Beijing.

Fred Kerley, 100-Meter Race from the 2023 Diamond League in Dubai.

Edited video for Wonder Dynamics

Masked Video of Usain Bolt’s 100-Meter Race, Isolated Subject for AI Analysis

Masked Video of Fred Kerley’s 100-Meter Race, Isolated Subject for AI Analysis

Wonder Dynamics Replacement videos

Usain Bolt’s Bot replacement (Wonder Dynamics) video 01

Fred Kerley’s Bot replacement (Wonder Dynamics) video 01

Usain Bolt’s Bot replacement (Wonder Dynamics) video 02

Fred Kerley’s Bot replacement (Wonder Dynamics) video 02

Cinema 4D skeletons and track

Bolt & Kerley’s race C4D skeletons • Main Camera

Bolt & Kerley’s race C4D skeletons • Top Camera

Bolt & Kerley’s race C4D skeletons • Medium Close-up Camera

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