AI & ML interests

We develop AI systems that bridge digital design and real-world execution—applying ML to robotics, simulation, and computational modelling. Our interests include fine-tuning LLMs for design feedback, using vision models for fabrication and QC, and generating synthetic data for DfMA and automation workflows. We're focused on practical, scalable AI that integrates into industry-grade toolchains across AEC, manufacturing, and quantitative systems.

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