Projects

An adaptive coding game platform for programming a five-joint hair-cutting robot in the browser. Learners arrange Blockly commands while a computerized adaptive testing engine adjusts challenge difficulty and a deterministic digital twin refuses any movement that would reach the head. Built by Pmine Research at Field of Dream Studio.

A cross-institutional PolyU–HKUST student research prototype for AI-assisted chest CT review. PulmoSight is designed to flag suspicious lung nodules, classify risk, segment high-risk regions, and produce structured outputs that help clinical teams prioritise cases for physician review. It is a triage-support instrument, not an autonomous diagnostic system or replacement for clinical judgement.

An adaptive assessment engine that adjusts challenge based on verified learner performance, supporting personalised, scalable assessment. The work behind the IEEE ICCSP 2026 Best Paper on Smart Education Systems, a Hong Kong short-term patent, and a PCT international application, with dissemination through QS Reimagine Education 2026 and the eLFA Symposium 2026.

Paper: Published at ICCSP 2026, Best Paper on Smart Education Systems

PolyU Junior Researcher Mentoring Programme (Group 09): guiding seven secondary-school students to build "smart" classrooms using sensors and MQTT to track classroom environment and student movement; hands-on AIoT with Arduino and Raspberry Pi, from protocols and programming through research methods to conference presentation.