Siyu Huang
Machine Learning Scientist Java Software Developer at Leading Coding
Adelaide, South Australia
Summary
👤
Senior🎓
Top SchoolSiyu Huang is a machine learning scientist and Java software developer with 8 years of experience building production-ready AI and web systems, currently applying ML to supply and demand optimisation at Complexica in Adelaide. They blend algorithmic rigor and practical engineering—shipping models and services that support forecasting, dynamic pricing, and personalised decisioning—while also teaching programming and competitive-algorithms to students. Comfortable across the stack (Java, Spring, React, Vue, Node.js) and experienced in RESTful API and database design, Siyu pairs research-minded problem solving with a focus on reliable, maintainable code. An Assistant Professor on GitHub and a former curriculum designer, they bring unusual strength in communicating complex concepts and mentoring the next generation of engineers.
9 years of coding experience
1 year of employment as a software developer
Bachelor of Computer Science, Computer Science, GPA 6.46 / 7.00, Bachelor of Computer Science, Computer Science, GPA 6.46 / 7.00 at University of Adelaide
Chinese, English
Github Skills (22)
generative-model10
distributed-training9
python9
machine-learning9
ranking9
scalability9
paddlepaddle9
active-learning8
react8
computer-science8
science8
deep-learning8
pytorch8
neural-network8
matlab7
Programming languages (4)
Github contributions (5)
siyuhuang/crowdcount-stackpool
Aug 2018 - Jul 2020
PyTorch implementation of Stacked Pooling for Boosting Scale Invariance of Crowd Counting (ICASSP 2020)
Contributions:70 commits, 64 pushes, 1 branch in 1 year 11 months
pytorch
siyuhuang/Latent-Space-Anchoring
Jun 2023 - Jul 2025
PyTorch Implementation of Latent Space Anchoring (TPAMI 2023)
Contributions:128 pushes, 1 comment in 2 years 1 month
pytorch
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