James Hoang
Research Scientist at CSIRO's Data61
Australia
Summary
👤
Senior🎓
Top SchoolJames Hoang is a research scientist based in Australia with a decade of experience at the intersection of software engineering and machine learning, specializing in bug localization, defect prediction, and program representation. He leads an AI Engineering subteam at CSIRO's Data61 focused on building Responsible AI models, bringing academic rigor from a PhD in Computer Science to practical, production-facing solutions. His career spans research and applied roles across academia and industry—from PhD research at Singapore Management University to data science at Trusting Social—demonstrating fluency in both experimental methods and real-world deployment. Known for bridging theory and practice, he often translates advanced program representations into tooling that improves software quality and developer workflows.
10 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Singapore Management UniversityBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Ho Chi Minh University of TechnologyMaster's degree, Computer Science, Master's degree, Computer Science at Konkuk University
English, Vietnamese
Github Skills (16)
multi-task-learning8
function-call5
prediction5
benchmarking4
code-generation4
machine-learning3
tensorflow2
deep-learning2
representations2
classification1
nlp1
cross-platform1
artifact1
text-classification1
natural-language-processing1
Programming languages (3)
Github contributions (5)
hvdthong/RepoExtractor
Aug 2018 - Aug 2018
Contributions:6 commits, 11 pushes, 1 branch in 2 days
hvdthong/DEFECT_PREDICTION
Apr 2017 - Mar 2018
Contributions:53 commits, 44 pushes, 1 branch in 10 months
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