I am a PhD student at the School of Computing, Macquarie University, Sydney, Australia under the supervision of Prof Jian Yang, A/Prof Jia Wu, and Dr Shan Xue.
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Macquarie University
Data Scientist
June 26, 2026 – Present
SHGLNN
October 8, 2023 – April 16, 2025
Self-supervised Heterogeneous Hypergraph Learning with Context-aware Pooling for Graph-level Classification
View Projectsentence-classification
July 31, 2023 – October 16, 2023
Implementation of classification of grammatically correct sentences and wrong sentences, and integration of MLOps tools.
View ProjectEvoNetClus
June 25, 2016 – July 23, 2018
A C# implementation of the EvoNetClus algorithm.
View ProjectCultural Fit Analysis
The candidate's projects are primarily academic/research-oriented, focusing on complex graph neural network architectures. While this demonstrates strong technical interest, the lack of diverse project types (e.g., industry applications, MLOps beyond basic integration, deployment) suggests a potential gap in practical, production-oriented experience. The single listed experience as 'Data Scientist' at Macquarie University with a future start date and current status is unclear and provides no historical context. This might indicate a fit for research-heavy roles but less so for fast-paced, product-driven environments without further evidence.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.