Hui Liang
Sr Applied Scientist at Amazon
- Role
- Senior Applied Scientist at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Hui Liang
Hui Liang is a Senior Applied Scientist at Amazon, where he leads research on large-scale computer vision and multimodal learning, including the Just Walk Out (JWO) shopping foundation models for video-based receipt generation. His work has delivered multiple production systems supporting scalable deployment across hundreds of cashierless retail stores. Hui earned his PhD in Electrical and Electronic Engineering from Nanyang Technological University (2016) and previously worked at A*STAR IHPC on computer-vision solutions for medical devices. His work spans video understanding, object detection and segmentation, 3D and multi-view geometry, generative modeling, vision-language learning, and scalable training systems.
Experience
Senior Applied Scientist
Jun 2021 — Present · Seattle, WA, US
Education
Huazhong University of Science and Technology
Bachelor's Degree, Electronics and Information Engineering
2004 — 2008
Nanyang Technological University Singapore
Doctor of Philosophy (Ph.D.), Electrical and Electronics Engineering
2011 — 2015
Huazhong University of Science and Technology
Master's Degree, Electronics and Information Engineering
2008 — 2011
Skills
- C
- Programming
- Algorithms
- Artificial Intelligence
- Opencv
- Opengl
- Machine Learning
- C++
- Computer Vision
- Signal Processing
- Pattern Recognition
- Computer Science
- Image Processing
- Matlab
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