SELECT A MODULE · WINDOWS DRAG BY THEIR TITLE BAR · SCROLL A SHEET TO WORK ITS RIG · ESC MINIMIZES
Systems Architect & AI Engineer — ISE × CS × Mathematics
Intelligent systems, made operational.
Graduating Jul 2027
NUS Industrial Systems Engineering (Second Major CS, Minor Math). I build intelligent systems at the intersection of agentic AI, operations research, 3D perception, and open-source engineering — from a fine-tuned 109M-parameter transformer to async Python libraries with global PyPI adoption.
An Abbott manufacturing project modeling a complex hybrid flow-shop scheduling problem through SimPy discrete-event simulation and OR-Tools CP-SAT, alongside research into robust optimization for uncertainty-aware decisions.
OUTCOME — A deployment-oriented decision-support workflow; confidential operating details remain intentionally abstracted.
A local-first Blender-to-Three.js asset and world prototyping pipeline with generated GLBs, metadata, previews, and playable world QA.
OUTCOME — A reusable prototyping pipeline and the existing spatial portfolio asset library.
OPEN REPO ↗A real-time global intelligence dashboard for AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking.
OUTCOME — A public experimental platform for exploring global events and infrastructure signals.
OPEN REPO ↗An end-to-end digital garden-plot balloting platform for People's Association - admin and public frontends, GIS-based allocation, and Singpass Login + Myinfo identity verification - production-ready for national rollout across Singapore.
OUTCOME — Production-ready for national rollout and awarded the S$20,000 Sparks Community Innovation Fund.
A Maritime Hackathon 2025 predictive system using a fine-tuned 109M-parameter BERT model, DNN layers, and ASPIRE 2A supercomputing.
OUTCOME — A completed Maritime Hackathon 2025 submission with certificate evidence.
An asyncio-first DuckDuckGo search client built with aiohttp, maintained with pytest CI/CD and referenced in AI tooling projects.
OUTCOME — A maintained public library referenced by AI tooling, search projects, and Discord bot frameworks.
Systems Architect & AI Engineer — ISE × CS × Math
Graduating Jul 2027
One searchable registry — every project, role, credential, and résumé on this bench is reachable from the bar above. Swipe the priority line, scroll to work the crane.
A deployment-oriented decision-support workflow; confidential operating details remain intentionally abstracted.
PythonA reusable prototyping pipeline and the existing spatial portfolio asset library.
PythonA public experimental platform for exploring global events and infrastructure signals.
DashboardProduction-ready for national rollout and awarded the S$20,000 Sparks Community Innovation Fund.
Civic TechA completed Maritime Hackathon 2025 submission with certificate evidence.
BERTA maintained public library referenced by AI tooling, search projects, and Discord bot frameworks.
PythonSWIPE THE LINE — BOARDS RIDE IT · TAP ONE TO SET IT SWINGING
FIELD INDEX · THE SAME REGISTRY POWERS THE DESKTOP WORKBENCH