Jerry Ngo
Senior Machine Learning Engineer at Motorola Solutions
Ho Chi Minh City Metropolitan Area Vietnam
Summary
👤
Senior🎓
Top SchoolJerry Ngo is a Senior Machine Learning Engineer with nine years of experience specializing in deep learning, computer vision, multimodal learning, and generative models. He has bridged academic rigor and production constraints through roles at MIT and Google, designing large-scale behavioral experiments, probing vision-language model robustness, and engineering prompt templates for large-scale inference. Currently at Motorola Solutions he focuses on optimizing quantized ML and VLMs for real-time, on-device public safety applications—combining model compression with practical deployment. Jerry’s background includes building data collection pipelines that produced over 10,000 validated psychophysical responses and investigating how in-context code examples and augmentation strategies affect model grounding, reflecting a blend of empirical research and systems-focused engineering.
9 years of coding experience
5 years of employment as a software developer
Visiting Student, EECS, Visiting Student, EECS at Massachusetts Institute of TechnologyBachelor's degree, Mathematics and Computer Science, Bachelor's degree, Mathematics and Computer Science at Beloit College
Vietnamese, English, Chinese
Github Skills (42)
environmental10
javascript10
postgresql10
energy10
climate-change10
nodejs10
plotly10
measurements9
dashboard9
audio-classification8
open-source8
firebase6
react6
machine-learning6
wallpaper6
Programming languages (10)
Github contributions (5)
Jerry2001/jerry2001.github.io
Aug 2021 - May 2024
A beautiful, simple, clean, and responsive Jekyll theme for academics
Contributions:206 pushes in 2 years 9 months
responsive-jekyll-themeacademicscleanjekylljekyll-theme
Jerry2001/AudioCLIP-VQGAN
Mar 2022 - Mar 2022
Contributions:15 commits, 13 pushes, 1 branch in 4 days
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