ARC Linkage: AI for electrification (AGL, AusNet, SpendWatt)
ARC Linkage LP230100439 ($150K, 2023) — AI for the electrification of Australian households, with AGL, AusNet, and SpendWatt.
Portfolio
Cornerstone Solutions: IoT anomaly detection for construction sites
Embedded AI systems for construction site safety at Cornerstone Solutions Pty Ltd (2018–2019).
CSIRO Next Generation AI Graduates Program
CSIRO Next Generation AI Graduates Program ($1.4M, 2023) — AI for energy systems. Role: Investigator.
iMOVE CRC: AI for connected and automated transport
iMOVE CRC project (2022) on AI for connected and automated transport. Role: Investigator.
NexusCharge: intelligent EV charging
Australian Economic Accelerator project ($4M, 2024) translating ML research into a commercial intelligent EV charging product with ABB Australia.
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AI systems for electrical network inspection at Powercor
Production AI systems at Powercor Australia — computer vision for network inspection, Vision Language Models for document understanding, and MLOps infrastructure.
Random Finite Set framework for anomaly detection
PhD research on point-pattern learning and Random Finite Set (RFS) theory for defect and video anomaly detection.
Aerial solar-panel segmentation on AWS
Deep learning pipeline for solar panel segmentation from aerial imagery, deployed as an AWS Lambda service with SpendWatt.