Chih-ting Liu
Applied Scientist II at Amazon Lab126
Taipei, United States
Summary
👤
Senior🎓
Top SchoolChih-ting Liu is an Applied Scientist II with a decade of experience building computer vision systems and LLM pipelines for consumer devices at Amazon Lab126, recently relocating to Sunnyvale after time in Taipei. He pairs a Ph.D. in Electrical and Electronics Engineering from National Taiwan University with hands-on productization experience, translating research into Alexa features and edge-aware vision models. His prior research internship at Microsoft produced an end-to-end federated learning face recognition framework, reflecting strong expertise in privacy-aware personalization. Comfortable across research and production, he focuses on scalable pipelines that bridge model development and device constraints. Known for blending rigorous academic training with pragmatic engineering, he often surfaces subtle trade-offs between on-device performance and user experience that drive design decisions.
10 years of coding experience
Doctor of Philosophy (Ph.D.), Electrical and Electronics Engineering, Doctor of Philosophy (Ph.D.), Electrical and Electronics Engineering at National Taiwan University
Github Skills (35)
verilog10
systemverilog10
vlsi10
re-identification10
multi-camera9
pytorch9
vehicle-detection9
python9
opencv9
deep-learning9
multi-object-tracking8
computer-vision6
face-recognition6
super-resolution6
convolution5
Programming languages (3)
Github contributions (5)
jackie840129/CF-AAN
Apr 2021 - Mar 2022
Video-based Person Re-identification without Bells and Whistles (CVPRw 2021)
Contributions:17 commits, 16 pushes, 1 branch in 11 months
re-identificationpython3efficient-algorithmperson-reidentificationperson-re-identification
jackie840129/Texture_Synthesis_with_tensorflow
Jul 2016 - Mar 2017
Contributions:17 commits, 20 pushes, 1 branch in 8 months
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