Po-hsuan Huang
Algorithm Engineer at Dynocardia, Inc.
Newton, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolPo-hsuan Huang is a Senior Machine Learning Engineer and computational neuroscientist with a PhD from USC and a decade of experience applying AI to healthcare and vision tasks. He developed a robust, assumption-free semi-supervised learning algorithm that notably improved Parkinson’s detection and led a high-throughput eye-tracking pipeline to screen neurological disorders across age groups. His work blends computer vision, visual biometrics, and systems neuroscience—achieving practical wins like marathon bib OCR at Acer and clinical-grade predictions of sex and age from oculomotor signals. Po-hsuan has a track record of translating research into deployable solutions, pioneering lifelong learning approaches with massive speedups and resilient models that tolerate noisy annotations. Based in Newton, MA, he pairs academic rigor with product-minded engineering across startups and research labs.
10 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD Neuroscience, Doctor of Philosophy - PhD Neuroscience at University of Southern CaliforniaMaster of Science (M.Sc.) From Eberhard Karls Universität Tübingen Neural Information processing, Master of Science (M.Sc.) From Eberhard Karls Universität Tübingen Neural Information processing at University of TübingenBachelor of Science (BS) physics, Bachelor of Science (BS) physics at National Tsing Hua University
English, Chinese, German
Github Skills (105)
python10
language-server-protocol10
deep-learning10
python-development10
qt10
ml10
neural-network10
data-science10
anaconda10
pyqt10
tensorflow10
development-environment10
spyder10
ide10
machine-learning10
Programming languages (9)
Github contributions (5)
Po-Hsuan-Huang/Exploration-of-event-segmentation-theory-using-LSTM
Aug 2016 - Nov 2016
Contributions:7 commits, 8 pushes, 1 branch in 3 months
Po-Hsuan-Huang/CSCI699_hw2_data
Oct 2019 - Feb 2024
Contributions:8 pushes, 1 branch in 4 years 4 months
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