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practices, including cloud-native architecture, CI/CD, AI-enabled development, automated testing and secure-by-design principles. Proven experience leading multidisciplinary software engineering or digital
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, software architectures, Machine Learning
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optimisation Large-scale data processing Intelligent and educational analytics Rather than replacing classical systems, the project will develop hybrid architectures where quantum components assist specific
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project in which their data was used. This project will establish the requirements for, and develop, a new class of participatory research data governance architecture that will address the research-centric
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PatchSentinel-X: Transformer-Based Security Patch Intelligence for Vulnerability Lifecycle Assurance
, and regression signals. Contribution 2 A multi-modal Transformer architecture for security patch reasoning A model that jointly learns from code, diffs, natural-language advisories, and vulnerability
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MADA Indigenous Undergraduate Scholarship Achieving Potential Scholarship for Distinction The Monash Art Design and Architecture (MADA) Equity Scholarship is designed to encourage and support
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architectures. Design principled uncertainty modelling frameworks for multi-view/multimodal learning. Model uncertainty propagation across modalities in fusion architectures. Develop robust learning methods under
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: Investigating hybrid architectures that balance workload between edge devices and cloud resources to minimize latency. Skills Gained: Students will study distributed systems and hybrid architectures, ideal
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presence of irrelevant features can conceal the presence of anomalies. For this we propose to explore architectures such as deep belief networks (DBNs) as they are a promising technique for learning robust
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My research explores ways to determine the atomic architecture of materials so we can understand and manipulate a material’s behaviour. At the atomic level, amazing and beautiful quantum phenomena