Donghao Zhang
Machine Learning Researcher at University of Melbourne
Greater Melbourne Area Australia
Summary
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Senior🎓
Top SchoolDonghao Zhang is a machine learning researcher with 11 years of experience applying ML, computer vision and NLP to real-world problems across academia and industry. He holds a PhD from the University of Sydney and has authored 37 top-tier publications (including CVPR and AAAI), reflecting deep expertise in biomedical AI. Donghao has translated research into production by partnering with organisations such as Siemens Healthineers, Agilent Technologies and Scale AI, and currently builds products like Qcut while researching at the University of Melbourne. He is comfortable bridging technical and business needs, collaborating with radiologists, industry stakeholders and interdisciplinary teams to deploy end-to-end solutions. Beyond publications, his hands-on background spans teaching, neuroimaging, and embedded/Qt C++ tools, showing a rare mix of theoretical rigor and practical engineering.
11 years of coding experience
8 years of employment as a software developer
Australian National UniversityThe University of Sydney
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (31)
image-processing10
tree-structure10
extraction10
centerline10
morphology10
3d-images10
medical-image-processing9
python9
medical-imaging9
browser-automation8
sequence6
llm6
playwright5
segmentation5
brain-computer-interface5
Programming languages (4)
Github contributions (5)
donghaozhang/neural_network_learn
Apr 2017 - Apr 2018
Contributions:202 pushes, 1 branch in 1 year
donghaozhang/Anisotropic_Fast_Marching
Jun 2016 - Aug 2017
Contributions:97 commits, 88 pushes, 1 branch in 1 year 2 months
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