TZJTan Zi Jian

Hybrid pipelines · Character consistency · Shot fixes

Generative AI

I use generative AI as a final-mile renderer, not a random generator. The structure comes from 3D layouts, real plates or data; the AI pass supplies look, texture and motion. The work below focuses on the problems studios actually hit: consistency, continuity and control.

ExpertiseCharacter consistency · Shot fixes & object swaps · Relighting · Video-to-video · Prompt design · ComfyUI workflows
ToolkitKling · Seedance · Nano Banana · ComfyUI · Hailuo · Runway · Houdini
01 · 2026

USS Missouri: AI Ocean Shot

An aerial battleship shot where the ocean, wake and funnel smoke were generated with AI instead of simulated. A lit Houdini render of the ship and camera move served as the guide, so the AI pass kept the exact camera path and turret animation while supplying the water and atmosphere.

The finished, colour-graded shot took one day instead of the days a FLIP and Pyro setup would need.

  • Houdini
  • Karma
  • Nano Banana
  • Kling
Read the breakdown →
02 · 2026

K-Drama Scene at Windy Hill

A romantic K-drama scene with myself as the male lead, shot entirely with AI. The pipeline covers identity-locked character sheets, a location plate and multi-shot continuity.

  • Nano Banana Pro
  • Seedance
Read the breakdown →
03

Death Star Sequence

A traditional 3D layout with the camera and composition set by hand, then passed through AI to upscale textures and add atmosphere without losing the hard-surface geometry.

  • Houdini
  • Nano Banana
  • Kling
04 · 2026

Hair Colour Continuity Fix

A continuity fix on existing footage: the talent's red hair changed to black across the shot while keeping her face, lighting and motion intact.

  • ComfyUI
  • Kling
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Ggamnyang
05

Ggamnyang

A short-form series built around one recurring character, a black kitten named Ggamnyang. The main challenge was keeping the character identical from scene to scene despite the randomness of generation.

Every episode was edited by hand, so the timing and humour feel human rather than generated.

  • Nano Banana
  • Hailuo
  • Runway
  • Premiere Pro
Procedural Apparel Colourways
06 · 2026

Procedural Apparel Colourways

A ComfyUI pipeline that generates garment colourways and embroidery variations from one base design, built for fast product iteration.

  • ComfyUI
Read the breakdown →