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lutiy-dev/README.md

Oleg Gorkov — Architectural Visualization and Controlled AI Production

Oleg Gorkov

Architectural Visualization · Controlled AI Production · Workflow Engineering

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

Selected Work

ARCHVIZ Geometry Guardian

Architecture-preservation QC for AI-assisted architectural visualization.

ARCHVIZ Geometry Guardian — Variant 02 workflow preview

Geometry validation, Reference Passport, image-based evidence and explicit confidence/coverage for controlled AI production.

Python · Computer Vision · Geometry QC · AI Production

ARCHVIZ × AI · Technical Workflow Manual

Production-focused ComfyUI workflow engineering for Architectural Visualization.

ARCHVIZ × AI Technical Workflow Manual — interface preview

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

ARCHVIZ · Prompt Studio

Bilingual structured prompt composer for controlled AI-assisted architectural visualization.

ARCHVIZ Prompt Studio — structured prompt constructor preview

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

Current Focus

Geometry Preservation · Image-to-Image · Material Control · Automated Masking · People Integration · Final Polish · Production QC

Production Principle

PRESERVE GEOMETRY → CONTROL THE CHANGE → VERIFY THE OUTPUT → MAKE IT REPRODUCIBLE

AI is used as a controlled production layer — not as a replacement for architectural intent.

Production Stack
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

Pinned Loading

  1. Technical_Manual_UI Technical_Manual_UI Public

    Interactive technical manual for production-grade ComfyUI workflows in architectural visualization — graph architecture, SDXL/FLUX, ControlNet, masking, PEOPLE/PPL, diagnostics, hands-on labs and P…

    TypeScript

  2. ARCHVIZ-Geometry-Guardian ARCHVIZ-Geometry-Guardian Public

    ARCHVIZ research and production toolkit for AI-assisted architectural visualization: geometry preservation, QC, controlled ComfyUI workflows, state management and production pipelines.

    Python

  3. ARCHVIZ-Prompt-Dictionary-Builder ARCHVIZ-Prompt-Dictionary-Builder Public

    ARCHVIZ Prompt Studio — bilingual prompt dictionary and structured composer for controlled AI-assisted architectural visualization. Experimental v0.1.

    JavaScript

  4. ComfyUI-RelateAnything-v0.6 ComfyUI-RelateAnything-v0.6 Public

    ComfyUI nodes for scene-relation analysis using SAM3 and local RelateAnything ONNX inference.

    Python