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elifKALENDER/README.md

Hi 👋, I'm Elif Kalender

Architectural AI Developer | Stable Diffusion & Python Workflows

elifkalender

elifkalender

🏗️ Architecture × AI — Where Design Meets Code

I'm an architect who builds custom AI pipelines for the architecture and design industry.
My work sits at the intersection of architectural domain knowledge and machine learning — turning early-stage sketches, massing models, and reference images into photorealistic, design-faithful renders.

I don't just use AI tools. I build them.

🔧 Signature Workflows

Project Description Status
ImageToRender Generate material, lighting & seasonal variants from a single reference image ✅ Public
SketchToRender Hand-drawn concept sketches → photorealistic visuals, preserving design intent 🔒 Private
MassToRender 3D massing models → detailed architectural context with accurate scale and volume 🔒 Private

These aren't generic AI outputs. Each workflow is fine-tuned to respect architectural constraints.

🚀 Currently Building

Architectural AI Suite — Unity Application
Bringing SketchToRender, ImageToRender, and MassToRender into a single Unity-based desktop application. Python workflows connected to a clean UI — so architects can run AI renders without touching the terminal.

Python Unity C# Stable Diffusion ComfyUI → desktop app pipeline

🛠️ Tech Stack

python pytorch tensorflow stable-diffusion automatic1111 opencv pandas huggingface blender unity git linux photoshop matlab

📝 Recent Articles & Tutorials

🌐 Connect

elif kalender elifkalender elif kalender blog rss

📊 GitHub Stats

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Pinned Loading

  1. openCV_game openCV_game Public

    #openCV #unity #Csharp #imageProcessing

    C# 1

  2. GameWithBigBookSmallPythonProject GameWithBigBookSmallPythonProject Public

    It is a my first project with python-I am gonna try to 80 games into the Big Book Small Python Project.

    Jupyter Notebook 1

  3. ImageToRender ImageToRender Public

    #Python #Pandas #Seaborn #Scipy #Numpy #Mathplotlib #OpenCV #TensorFlow #DataScience #AI

    Python 1

  4. LoRA_ParametricArchitecture LoRA_ParametricArchitecture Public

    #Python #Pandas #Seaborn #Scipy #Numpy #Mathplotlib #OpenCV #TensorFlow #DataScience #AI

    Python

  5. MassToRender MassToRender Public

    #stable-diffusion #controlnet #architectural-visualization #architecture #ai-rendering #pytorch #spatial-consistency #3d-to-3d #image-to-image #segmentation-map

    Jupyter Notebook 1

  6. SketchToRender SketchToRender Public

    AI-assisted architectural facade exploration using Stable Diffusion, Scribble ControlNet, and LoRA — seed-based, reproducible design-research prototype.

    Python 1