// about.md

Shuai Zhang

Senior Staff Machine Learning Researcher and Manager, Qualcomm Computer Vision Group. PhD in Mathematics from UC Irvine (2017), advised by Prof. Jack Xin. Research spans on-device agentic AI, segmentation, detection, foundation models, and non-convex optimization for Edge AI.

PyTorch Edge AI Computer Vision Quantization & Pruning VLA Models Non-convex Optimization C++ IEEE Senior Member

Senior Staff Engineer & Manager

Qualcomm AI Research · San Diego, CA

2024 – Present

Leads the Computer Vision Group. Drives on-device agentic AI pipelines, multi-modal foundation models, and hybrid edge–cloud inference architectures. Organizes LPCVC and co-organizes ECV Workshop at CVPR.

Staff Engineer

Qualcomm · San Diego, CA

2020 – 2024

Developed mobile-optimized segmentation and detection models. Pioneered efficient neural architecture search and structured pruning techniques.

Senior Engineer

Qualcomm · San Diego, CA

2017 – 2020

Data Science Intern

Zillow Group · Seattle, WA

Summer 2016

Research Intern

Black Knight Financial Services

Summer 2015

Ph.D. in Mathematics

2012 – 2017

University of California, Irvine

Advisor: Jack Xin · Kovalevsky Outstanding Thesis Award

M.S. in Computational Mathematics

2009 – 2012

Shandong University, China

B.S. in Applied Mathematics

2005 – 2009

Shandong University, China

IEEE Senior Member

Promoted 2023

2nd Place · Low Latency Classification & Detection

IEEE LPIRC-II, 2018

Kovalevsky Outstanding Ph.D. Thesis Award

UC Irvine, 2017

SIAM Student Travel Award

Society for Industrial and Applied Mathematics, 2016

Von Neumann Outstanding Research Award

UC Irvine, 2015

National Scholarship for Outstanding Undergraduate

Ministry of Education, P.R. China, 2007

Industry Panelist — CV4Smalls Workshop (Computer Vision with Small Data), CVPR 2026

Co-organizer — Efficient Deep Learning for Computer Vision (ECV) Workshop, CVPR 2026

Languages: English (full professional) · Chinese (native)