I give machines memory. Electrical engineer by training, machine intelligence builder by obsession. Three factory floors in Vietnam run under a memory nothing can overwrite, and the machines answer their operators in their own language.
Persistent sensory memory for industrial machines. Sensors from $49 stick on the outside of the machine; everything they see goes into a record nothing can overwrite; the machine answers its operator's questions in the operator's own language, and every week it writes them a letter that grades what it knows and owns what it does not. Live on three Vietnamese factory floors since 1 June 2026. Provisional patent filed 28 July 2026. Two field studies published, including our misses.
Built end to end by one person: the sensor hardware (ESP32, vibration, acoustic, temperature; hand-built under A$85 in parts), the firmware, the cloud platform, the reasoning system, and the rules behind the patent: what a machine may claim, and when.
Pedestrian localization using nRF5340 radio anchors and deep sequence models. Best Research Paper Award, presented at the 6th Annual Conference on Research in IT Practice.
A Vietnamese-first business management and point-of-sale platform, built with a Ho Chi Minh City retail design partner to replace the incumbent local POS software.
How money actually operates across Vietnam's regions: flow mapping, fraud detection signals, and where the jobs and business opportunities really are, region by region. A side interest today; open source or commercial later.
A workflow management prototype: a visual workflow designer, task pipelines, role-based access, dashboards and analytics. Built to play with how organizational data actually moves: who touches it, where it stalls, what it proves.
PostGen: an AI marketplace listing generator, product photos in, publish-ready listings out. Alongside AI software for business management, process-management and notification systems built during study and client work.
Queensland University of Technology, for "Smart Intersection Localization for Pedestrians Using nRF5340 Anchors and Deep Sequence Models", presented at the 6th Annual Conference on Research in IT Practice.
Awarded by the Executive Dean, Faculty of Science, QUT, for achieving Academic Distinction.
Queensland University of Technology. GPA 6.5 of 7.
Griffith University.
Everything: hardware design and hand assembly, firmware, cloud platform, machine reasoning, customer deployments across three Vietnamese factories, the patent filing, and this raise.
Technology management and managing technical personnel. Brisbane, hybrid.