The LAB

A distillation of my research, where architecture draws on the technologies of tomorrow.

Past the built work, this is where I experiment with the tools redrawing architecture: parametric design and generative AI. I train my own models, wire AI into the software I design in, and let computation answer what intuition can't measure.

2 posts · 2026 › 2026 · 10 tools

Software

Topics

Two systems guided my first steps: a brick mashrabiya and a bamboo screen. Both exceeded my expectations, but not for the reasons I had imagined.
Tools
Claude MCP · Rhino · Grasshopper · Revit
Status
Published
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Two style LoRAs trained in a month, on a single laptop GPU — and a working loop where the agent captions, sources and diagnoses. What changed is not the hardware.
Tools
ComfyUI · SDXL · FLUX
Status
Published
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One clear use case: training a model to become an expert in the Indochinese style. The point is not to produce a pretty image but to test a hypothesis — AI can take part in the design phase if you keep control over the range within which it is allowed to hallucinate.
Tools
FLUX · LoRA · Kohya_ss
Status
Being written
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The starting point is an exercise carried out at the Politecnico di Milano: blades whose geometry follows Bézier curves, a solar coefficient computed for each variant, and the best one kept. The limit was the method — a random draw. The aim is to replace that trial and error with a convergence.
Tools
Claude MCP · Grasshopper · Python · Rhino
Status
Being written
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