David Hin
Software Engineer at LIFELENZ
Adelaide, South Australia
Summary
👤
Senior🎓
Top SchoolDavid Hin is a software engineer in Adelaide with nine years of experience blending backend development, web and desktop applications, and applied data science. He has a strong track record in automated security tooling—publishing state-of-the-art results using graph neural networks for C/C++ vulnerability detection and leading deep-learning pipelines that cut training time while improving accuracy for Java vulnerability assessment. Proficient in Python, Java, Node.js and React, he moves comfortably between research and production, having built microservice-based web apps, ML pipelines, and explainable models. His work is notable for combining usability and explainability in security tools and for producing large curated datasets and reproducible research. Currently contributing engineering expertise at LIFELENZ, he brings an unusual mix of academic rigor and product-focused delivery.
9 years of coding experience
2 years of employment as a software developer
Bachelor of Engineering (Honours) Software Engineering, Bachelor of Engineering (Honours) Software Engineering at University of Adelaide
Github Skills (72)
statement10
msr10
deezer10
bass10
webview9
source-separation9
vulnerability9
audio-processing9
high-performance8
cpp8
python8
deep-learning8
vulnerability-detection8
sequel8
super-resolution8
Programming languages (11)
Github contributions (5)
davidhin/davidhin.github.io
May 2017 - Oct 2020
Contributions:108 pushes in 3 years 6 months
cleantwo-columnsjekylljekyll-themecolumns
davidhin/vuldoctor
Jan 2021 - Mar 2025
Final year Software Engineering honours project (The University of Adelaide, 2020)
Contributions:408 PRs, 750 pushes, 746 branches in 4 years 2 months
javaengineeringfinal-yearhonours-project
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