Frederic Zhang
Applied Scientist at Amazon
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolFrederic Zhang is an applied scientist with nine years of experience specializing in practical computer vision, currently building real-world CV solutions at Amazon after a research fellowship at the Australian Institute for Machine Learning. He completed a PhD in Computer Science at ANU under Prof. Stephen Gould and has a strong mechatronics and automation foundation from dual degrees in Australia and China. His career blends academic rigor and industry impact, including a research scientist stint at Microsoft and contributions to robotic vision research during his PhD. Known for translating cutting-edge research into production-ready systems, he brings both theoretical depth and hands-on engineering to large-scale vision problems. An interesting facet is his international training and cross-disciplinary background, which helps him bridge hardware-aware robot perception and scalable software deployment.
8 years of coding experience
3 years of employment as a software developer
Australian National UniversityBSc, Automation, BSc, Automation at Beijing Institute of Technology
Github Skills (35)
pytorch10
python10
machine-learning10
graphical-models10
mlp10
numpy10
pairwise10
deep-learning10
self-attention10
gpu10
interaction10
visual-recognition10
rapid-prototyping10
caffe9
transformers9
Programming languages (2)
Github contributions (5)
fredzzhang/Camera-Calibration
Jun 2017 - Jun 2018
Contributions:27 commits, 15 pushes, 1 branch in 11 months
fredzzhang/Normalized-Eight-Point-Algorithm
Jun 2017 - Jul 2018
Contributions:25 commits, 17 pushes, 1 branch in 1 year 1 month
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