Yu-shao Peng
Manager at DeepQ
Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolYu-shao Peng is a deep learning manager with 11 years of experience who leads HTC DeepQ’s Deep Learning Team, combining hands-on research with product delivery in medical AI. He has published at NeurIPS and MICCAI, filed eight patents, and pioneered algorithms for automatic disease diagnosis and anomaly detection that have been deployed in hospital and consumer health apps. Yu-shao has overseen development of medical LLM applications and user-focused no-code AI platforms, bridging clinical needs with scalable generative-AI solutions. He is fluent across CV, NLP, and RL techniques, and has a track record of translating research (including reinforcement-learning-based diagnostic systems) into production systems used in multiple hospitals. Notably, he also teaches and mentors—having lectured physicians on advanced DL topics—bringing rare domain fluency that accelerates adoption of AI in healthcare.
11 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Information Technology, 86.85 (3.47/4.0), Bachelor's degree, Information Technology, 86.85 (3.47/4.0) at National Cheng Kung UniversityMaster's degree, Information Technology, Master's degree, Information Technology at National Taiwan UniversitySummer Exchange Student, EE, Summer Exchange Student, EE at City University of Hong Kong
Github Skills (17)
python10
machine-learning10
deep-learning10
gpu10
numpy9
tensorflow9
neural-network9
gpu-acceleration9
autograd8
acceleration8
tensor8
proj3
classification1
reinforcement-learning1
visualization1
Programming languages (1)
Github contributions (5)
Alexpon/Course_Compiler
Mar 2015 - Jun 2015
Contributions:53 commits, 2 PRs, 49 pushes in 3 months
Alexpon/HK_SummerCamp_Android_Lab
Jul 2015 - Mar 2017
Contributions:10 pushes, 1 branch in 1 year 7 months
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