Building controlled, reproducible AI workflows for professional architectural visualization.
I work at the intersection of architectural visualization, AI-assisted production and workflow engineering — developing systems that improve visual quality while preserving architectural geometry, camera, proportions and design intent.
3ds Max / Corona → ComfyUI → Controlled AI Passes → QC → Final Delivery
Model-agnostic workflow control for ComfyUI Nodes 2.0.
Universal Stage Controller and Exclusive Switch for binding arbitrary nodes, Mute/Bypass control, SOLO/RESTORE, exclusive branch switching, persistence and missing-target recovery.
ComfyUI · Nodes 2.0 · Workflow Control · Frontend Extension · MIT
Deterministic Scene Truth masking from Color ID / Material ID / Object ID passes for ComfyUI.
Pick exact ID colors once, reuse them as named palette entries, generate independent masks, and combine multiple IDs into semantic groups such as Facade, Road or Greenery.
ComfyUI · Archviz · Color ID · Material ID · Masking · Controlled AI
Architecture-preservation QC for AI-assisted architectural visualization.
Geometry validation, Reference Passport, image-based evidence and explicit confidence/coverage for controlled AI production.
Python · Computer Vision · Geometry QC · AI Production
Production-focused ComfyUI workflow engineering for Architectural Visualization.
Interactive bilingual PWA covering workflow architecture, SDXL, FLUX, ControlNet, masking, PEOPLE/PPL, diagnostics, practical labs and reproducible production methodology.
ComfyUI · FLUX · SDXL · ControlNet · PWA
Open Live Manual · View Repository
Bilingual structured prompt composer for controlled AI-assisted architectural visualization.
Reusable prompt blocks, material/light/atmosphere presets, conflict checks and reproducible prompt assembly for production-oriented Archviz workflows.
Prompt Engineering · Archviz · ComfyUI · PWA
Open Prompt Studio · View Repository
Geometry Preservation · Image-to-Image · Material Control · Automated Masking · People Integration · Final Polish · Production QC
AI is used as a controlled production layer — not as a replacement for architectural intent.
| 3D | 3ds Max · Corona Renderer |
| AI / Generative | ComfyUI · FLUX · SDXL · ControlNet · SAM |
| Engineering / QC | Python · Computer Vision · GitHub |
| Delivery | PWA · GitHub Pages · Reproducible Workflows |
Architectural Visualization × Controlled AI