CREATIVE DEVELOPER
irving@madmonkeys.io

Cross Reality is a Unity-based digital twin system for customizing 3D scenes with a hybrid GUI + LLM interface — the technical foundation for the paper A Hybrid GUI-LLM Interface Paradigm for 3D Scene Customisation. In a 12-participant study, LLM-only was 34% faster than GUI-only, GUI users improved 41% across sessions vs 7% for LLM-only, and 67% preferred the hybrid overall.
Academic framing, study design, and paper writing were led by the main author. I owned the architecture and built the system: a reflection-driven layered UI, an OpenUSD-backed entity runtime, and live collaboration over websockets with CRDT sync.