I'm a creative technologist working in real-time 3D and generative AI. My practice combines Unreal Engine, MetaHumans, Vicon motion capture, Blender, Octane, and ComfyUI with image and video generation models.

Selected work spans film, fashion, music, and exhibition; shown internationally and featured in editorial press. I also teach on YouTube and Instagram.

Open to commissions, collaborations, and R&D partnerships.

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Vibe Coding · Generative AI · Video 2026

Keyframe Video Restyle

Four matched frames, source game footage above and the restyled output below

Source above. Restyled below. Matched moments from the completed project.

A local LTX-2.5 pipeline that carries a new visual style through source footage using keyframe anchors and structural guidance.

The current toolkit turns source footage into a newly directed visual treatment with LTX-2.5. Styled keyframe anchors establish the look, while source-derived Canny edges and Video-Depth-Anything guidance constrain composition and camera movement.

A configurable local workflow handles shot planning, render submission, retrieval, transitions and stitching. Verification checks frame alignment, frozen spans and source-audio preservation. The toolkit was developed from a completed restyle project; different footage requires its own tuning.

The comparison reel below shows the earlier 3D-to-stylized IC-LoRA study that led to this work. That experiment combined pose, depth and edge guidance with keyframe references, including aspect normalization to preserve the character proportions.

Direct the look with anchors

A chain of styled reference frames establishes appearance across shots and transitions.

Hold the source structure

Canny and video-depth control maps guide the scene geometry and camera movement.

Carry the footage through delivery

Per-project configuration, transition planning, stitching and verification connect generation to a finished sequence.

Role: Pipeline design · Custom ComfyUI workflows · CLI development · Visual direction
Stack: LTX-2.5 · DFR · IC-LoRA · ComfyUI · Canny and video-depth guidance · Python · FFmpeg · RTX 5090

Earlier IC-LoRA study: personal fan-art and R&D. The showcase character remains the property of its rights holders.

Cinema-grade visuals at the speed of real-time.

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Keyframe Video Restyle

Direct the look with anchors

Hold the source structure

Carry the footage through delivery