02 / Cases

Case Studies — long-form notes from the studio.

Embedding Space · n=256
01
KombinApp · 2024 — · Sole Designer & Engineer

Outfit logic, taught to a model.

A Turkish fashion outfit recommendation platform built in four weeks — a CGI practice extended into machine learning and product design.

FashionCLIP embeddings, a custom neural network for compatibility scoring, and a real-time generator replace pre-computed batch queues.

PyTorchTypeScriptExpressPostgreSQLpgvector
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Physical · 1:1 Scale
02
Artisan Keycap Studio · 2025 — · Designer & Maker

Craft at 1:1, then rendered at scale.

Hand-sculpted artisan keycaps taken from maquette to catalog. A physical craft practice made legible through CGI.

Each keycap sculpted in polymer clay, mold-cast in resin, then documented through a full CGI pipeline.

BlenderSubstance PainterPhysical CraftResin Casting
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Scan Reference
03
Signature Workflow · Ongoing · Designer

Scan-to-CGI — objects, faithfully translated.

Photoreal asset production from physical scans. The gap between a render and a photograph, closed methodically.

The raw mesh from the scanner is used as form reference. Retopology, manual UVs and PBR texturing are layered on top.

CGIPhotogrammetryBlenderPBR
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Material Library
04
Signature Workflow · Ongoing · Designer

Fabric PBR — material science, versioned.

Professional fabric scanning combined with AI-assisted PBR material conversion into a reusable studio library.

Physical fabric samples are scanned in a controlled setup. AI-assisted tools speed up the tileable conversion.

PBRMaterialsAI-assistedBlender
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