
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.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
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.