Duck-ha Hwang
Computer Vision Algorithm Evaluation Engineer, Apple Vision Pro
California, United States
Summary
👤
Senior🎓
Top SchoolDuck-ha Hwang is a computer vision and machine learning engineer with nine years of experience building and evaluating algorithms for real-world products, currently shaping vision perception for Apple Vision Pro. He combines rigorous academic research at UCLA with hands-on R&D and production deployments—designing high-accuracy detection and segmentation pipelines, real-time edge/cloud APIs, and active learning workflows for industrial and airport deployments. Duck-ha has a track record of squeezing practical gains from classical image processing and modern deep learning (e.g., Mask R-CNN, Faster-RCNN, optical flow, hologram reconstruction), and has delivered solutions that cut bandwidth and boosted accuracy above 95% in fielded systems. Comfortable across Python, C++, MATLAB and AWS, he also brings experience in annotation tooling, OCR/ LPR systems, and experiment-driven A/B testing. Colleagues describe him as a pragmatic problem solver who blends creative engineering with careful evaluation—equally at home prototyping novel research and hardening models for production.
8 years of coding experience
2 years of employment as a software developer
DAT101X: MICROSOFT PROFESSIONAL ORIENTATION, DATA SCIENCE, DAT101X: MICROSOFT PROFESSIONAL ORIENTATION, DATA SCIENCE at edXMACHINE LEARNING ENIGNEER NANODEGREE, MACHINE LEARNING, MACHINE LEARNING ENIGNEER NANODEGREE, MACHINE LEARNING at UdacityB.S. in Electronic Engineering, SIGNAL & SYSTEM, Cum GPA: 4.10 / 4.5 (Major GPA: 4.42 / 4.5), B.S. in Electronic Engineering, SIGNAL & SYSTEM, Cum GPA: 4.10 / 4.5 (Major GPA: 4.42 / 4.5) at Kyonggi UniversityM.S. in Electronic Engineering, COMPUTER VISION AND MACHINE LEARNING, 3.3, M.S. in Electronic Engineering, COMPUTER VISION AND MACHINE LEARNING, 3.3 at University of California, Los Angeles
English, Korean
Github Skills (8)
python9
machine-learning9
deep-learning9
tensorflow8
data-science7
neural-network7
ml5
deep-neural-networks5
Programming languages (2)
Github contributions (5)
personableduck/GolfSwing
Aug 2017 - Aug 2017
Contributions:34 commits, 33 pushes, 1 branch in 2 days
personableduck/CASA_GUI
Jun 2017 - Jun 2017
Contributions:23 commits, 22 pushes, 1 branch in 4 days
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