Projects & case studies
Showing the reasoning, not confidential source material.
These studies use reconstructed diagrams and generalized methods. They do not contain buyer specifications, proprietary blocks, internal comments or restricted garment imagery.
Workflow study
From buyer comment to pattern action
A public-safe model for turning review comments into traceable pattern decisions without exposing buyer documents.
- Gerber 2D
- Reasoning
- Sample cycle
Overshirt development as a system
A framework for connecting specification, silhouette, fabric, construction and pattern balance during development.
- Overshirts
- Woven
- Fit learning
CLO 3D as a pattern-checking layer before sample release
How I use 3D simulation less as presentation theatre and more as a practical checkpoint between drafting, style interpretation and physical sampling.
- CLO 3D
- Pattern validation
- Pre-sample
Garment knowledge retrieval assistant
A proposed knowledge system for retrieving safe historical lessons by style, sample stage, issue and technical action.
- AI × garments
- Taxonomy
- Knowledge systems