Projects

A small selection of applied work — open-source software, research prototypes, and platforms.

4dPalmX

Digital-twin platform for palm-tree agriculture. In progress.

RAW-X Robotics

Robotics platform bringing autonomous physical agents into the digital-twin loop. In progress.

ZenSVI

Open-source toolkit for acquiring, processing, and analysing street-view imagery at scale. Co-author.

SpaceBrain

Graph neural network platform for spatial indoor environmental quality prediction. NUS Software Invention Disclosure 2021-140.

4dt.io

AI-powered digital-twin platform spanning built environment, process manufacturing, and specialty agritech — on a horizontal foundation customisable to any domain. CEO &…

SpaceMatch

Workplace digital-twin platform — applying spatial AI to corporate real estate and the future of work.

GH_CPython

Bridge connecting scipy / numpy / scikit-learn to Grasshopper — high-performance scientific computing inside parametric design.

ANT

Machine-learning plugin for Rhino/Grasshopper, bringing applied ML into parametric architectural design workflows.