Hui Qu
Machine Learning Engineer 5 at Adobe
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolHui Qu is a Machine Learning Engineer with nine years of experience, currently leading video generation and editing research as an ML Engineer 5 at Adobe in San Jose. With a Ph.D. in Computer Science from Rutgers and prior work as a Senior Applied Scientist and Applied Scientist at Adobe, Hui bridges cutting-edge research and production deployment of generative video models. Their background includes medical imaging and federated learning internships (Siemens Healthineers, Weill Cornell) and pathology/vision research at SenseTime, reflecting a strong foundation in applied deep learning for both healthcare and multimedia domains. Colleagues describe Hui as someone who turns complex research ideas into robust product features—often drawing on interdisciplinary insights from imaging, genetics, and large-scale model engineering.
9 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Computer Science, Doctor of Philosophy (Ph.D.) Computer Science at Rutgers University–New BrunswickMaster’s Degree Image processing and computer vision, Master’s Degree Image processing and computer vision at Shanghai Jiao Tong University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (21)
prediction8
bioinformatics7
mutation6
stylegan6
arxiv5
pivotal5
generative-adversarial-network5
bounding5
detection-model4
deep-learning3
regression3
image-editing3
image-manipulation3
uncertainty3
computer-vision3
Programming languages (2)
Github contributions (5)
huiqu18/FullNet-varCE
Jul 2019 - Feb 2021
Contributions:8 commits, 7 pushes, 1 branch in 1 year 7 months
huiqu18/GeneMutationFromHE
Oct 2020 - Feb 2022
Gene mutation and pathway activity prediction from H&E slides
Contributions:6 commits, 1 PR, 1 push in 1 year 3 months
mutationpredictionpathwaybioinformaticsgene
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