Mengran Gou

Senior Staff Engineer Manager at 高通公司

Shanghai, Shanghai, China
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Summary

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Rockstar
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Top School
Mengran Gou is a Senior Staff Engineer Manager based in Shanghai with a decade of experience building edge computer vision and biometric security systems. She leads R&D at Qualcomm on anti-spoofing, forgery detection, and GenAI/LLM-driven solutions, having progressed from hands-on algorithm development for ultrasonic fingerprint recognition to managing cross-functional teams. Holding a PhD in Electrical Engineering from Northeastern, her background spans academic research in person re-identification and action recognition to industry deployments in medical imaging and mobile security. Known for translating cutting-edge ML research into real-time, resource-constrained products, she blends deep technical expertise with practical product delivery and a knack for spotting subtle attack vectors in biometric systems.
code11 years of coding experience
job12 years of employment as a software developer
bookM.S Electrical Engineering, M.S Electrical Engineering at Penn State University
bookDoctor of Philosophy - PhD Electrical Engineering Technologies/Technicians, Doctor of Philosophy - PhD Electrical Engineering Technologies/Technicians at Northeastern University
bookB.E Automation, B.E Automation at Harbin Institute of Technology
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Github Skills (33)

python10
re-identification10
machine-learning10
deep-learning10
tensorflow10
ml9
deep-neural-networks9
neural-network9
keras9
simd8
darknet8
ncnn8
android8
mobilenet8
caffe8

Programming languages (4)

C++HTMLMATLABPython

Github contributions (5)

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NEU-Gou/MoNet

Mar 2018 - Mar 2019

Contributions:8 commits, 7 pushes, 1 branch in 11 months
A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets
Contributions:14 commits, 2 PRs, 10 pushes in 8 months
re-identification
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