Cheng Xue
Senior AI Engineer at Heidi
Canberra, Australia
Summary
👤
Senior🎓
Top SchoolCheng Xue is a Senior AI Engineer based in Canberra with nine years of experience applying machine learning to robotics, computer vision, and real-world products while completing a PhD in Artificial Intelligence at ANU. He has led teams building adaptive perception pipelines and LLM fine-tuning projects, notably improving robot leaf-detection to correct errors with under 10 samples and integrating YOLO and symbolic reasoning on TurtleBot4 and a commercial mower. Cheng blends academic rigor with product focus—securing early investment interest and delivering industry pitches—while mentoring students and interns across research and elite training programs. His background in mathematics, actuarial science and data engineering informs a pragmatic approach to model design, evaluation and deployment in noisy, changing environments.
9 years of coding experience
3 years of employment as a software developer
Australian National UniversityMaster's degree Accounting, Master's degree Accounting at Curtin University
English, Chinese
Github Skills (12)
artificial-intelligence6
few-shot-learning3
unsupervised-learning2
benchmark2
propagation2
graph1
prediction1
pytorch1
network-graph1
deep-learning1
ai1
datasets1
Programming languages (3)
Github contributions (5)
Cheng-Xue/Kaggle
Feb 2017 - Mar 2019
Contributions:3 PRs, 15 pushes, 1 branch in 2 years 1 month
Cheng-Xue/ANU
Jan 2017 - Aug 2017
Contributions:1 PR, 13 pushes, 1 branch in 6 months
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