Xin Liu
Applied Scientist at Amazon
Delft, South Holland, Netherlands
Summary
👤
Senior🎓
Top SchoolXin Liu is an applied scientist with nine years of experience specializing in efficient deep learning for video, computer vision, and vision-language models, currently working at Amazon. With a PhD background from TU Delft, Xin has led research and product efforts ranging from lightweight mobile segmentation and 3D reconstruction for health diagnostics to diffusion models for packaging and medical imaging. He combines strong academic publication pedigree with hands-on deployment experience across startups and industry (Danone, Veridi, Tencent, ING), bridging research innovations and production constraints. Notably, his work emphasizes training and architecture optimizations for temporal transformers and resource-efficient video models—skills that enable real-time, mobile-capable systems. Based in Delft, he is actively seeking full-time roles where he can scale cutting-edge video and multimodal ML into impactful applications.
9 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering (B.E.) Electrical Engineering and Automation, Bachelor of Engineering (B.E.) Electrical Engineering and Automation at Harbin Institute of TechnologyPhD candidate Computer Vision Deep Learning, PhD candidate Computer Vision Deep Learning at Delft University of TechnologyElectrical and Electronics Engineering, Electrical and Electronics Engineering at 성균관대학교(SKKU)
Chinese, English, Dutch
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (39)
image-segmentation10
mocks10
jekyll10
mocking10
image-processing9
testing9
java9
responsive9
semantic-segmentation9
paper9
jekyll-theme9
mockito9
test-automation9
object-detection9
computer-vision9
Programming languages (4)
Github contributions (5)
L-KID/Full-Video-Action-Recognition
Jul 2021 - Aug 2021
Contributions:9 commits, 1 comment, 1 issue in 1 month
L-KID/Video-object-detection-by-location-anticipation
Aug 2023 - Mar 2024
Contributions:9 pushes, 1 branch, 3 comments in 7 months
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