Bio

Postdoctoral research fellow at CSIRO’s Data61; PhD at the University of Melbourne, supervised by A/Prof. Nicholas Geard, Prof. Karin Verspoor, Prof. Justin Zobel, and Dr. Benjamin Goudey. My research centers on leveraging computational techniques such as machine learning and natural language processing to address real-world challenges across diverse scientific domains, including psychology, biology, and healthcare. My expertise involves aiding medical professionals by automating information extraction from electronic medical records, streamlining quality assessments for biological databases, incorporating bio-ontologies into machine learning frameworks, and employing large language models to comprehend emotion regulation in mental health resilience.

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Research Fields:

• Computational Linguistics, Data(Text) Mining, Affective Computing, Bioinformatics

Experience

• Postdoc at CSIRO’s Data61, Sydney, 2023 - present
• Ph.D. in Computing (NLProc), University of Melbourne, 2020 - 2023
• M.Sc. in Computer Science, University of Melbourne, 2017 - 2019
• B.Eng. in Information Security, Nanjing University of Posts and Telecommunications, 2013 - 2017

Miscellaneous

• Visitor at the National Institute of Health (NIH/NLM/NCBI), USA, 2023
• Presenter at the 14th Annual Biocuration Conference, Session 2, 2021
• Member of International Society for Computational Biology (ISCB)
• Member of Association for Computational Linguistics (ACL)