Chun-hao Liu
Senior Applied Scientist at Amazon Web Services (AWS)
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolChun-hao Liu is a Senior Applied Scientist with a PhD in Electrical Engineering and a decade of experience turning machine learning research into production-grade systems across computer vision, generative AI, and wireless networking. He has led science teams at Amazon and AWS building practical products like real-time brand asset insertion, auto QA for Prime Video, and RAG/multi-modal LLM solutions for customers. Prior roles at Bosch, Ericsson, Qualcomm, and startups show a track record of delivering end-to-end pipelines—from neural architecture search for object detection to 3D reconstruction and novel GAN-based image translation—several efforts resulting in publications and patent filings. Comfortable bridging research and engineering, he combines academic rigor with product focus to optimize models for real-world constraints and deployment. Based in Seattle, he frequently works at the intersection of multimodal deep learning and systems for scalable, agentic AI. An often-overlooked strength is his background in wireless and signal-processing systems, which informs robust, latency-aware ML designs.
10 years of coding experience
13 years of employment as a software developer
Bachelor of Science (BS) Electronics Engineering, Bachelor of Science (BS) Electronics Engineering at National Chiao Tung UniversityMaster of Science (MS) Electronics Engineering, Master of Science (MS) Electronics Engineering at National Taiwan UniversityUniversity of California, Los Angeles
Chinese, English
Github Skills (27)
image-classification10
semantic-segmentation10
mxnet10
gluon10
action-recognition10
pose-estimation10
object-detection10
computer-vision10
depth-estimation9
pytorch9
machine-learning9
deep-learning9
dpm8
neural-network8
diffusion-probabilistic6
Programming languages (2)
Github contributions (5)
ECHO960/PKU-MMD
Oct 2018 - Apr 2022
Codes for PKU-MMD dataset.
Contributions:4 commits, 2 PRs, 55 pushes in 3 years 6 months
pkudatasetcomputer-visionmmddepth-estimation
ECHO960/gluon-cv
Nov 2020 - Feb 2021
Gluon CV Toolkit
Contributions:7 pushes, 1 branch in 3 months
deep-learningpytorchcomputer-visiongluon
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