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 (37)
re-identification8
object-tracking7
multi-object-tracking7
computer-vision6
sdk6
object-detection5
generative5
manhattan5
high-resolution5
pytorch5
pose4
super-resolution4
deep-learning4
embedding4
ncnn3
Programming languages (3)
Github contributions (5)
jackie840129/CF-AAN
Apr 2021 - Mar 2022
Contributions:17 commits, 16 pushes, 1 branch in 11 months
mediaic/Crash_Course_for_New_Members
Jul 2019 - Jul 2020
Contributions:39 commits, 39 pushes in 1 year
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.