Cindy Tseng

Senior Staff Machine Learning Engineer at Samsung Research America (SRA)

Mountain View, California, United States
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Summary

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Cindy Tseng is a Senior Staff Machine Learning Engineer in Mountain View with 8 years of engineering experience and 5+ years focused on speech technologies, including ASR, speech translation, false trigger mitigation, and language identification. She has a strong track record of taking research to production—authoring papers and patents and delivering ASR architectures that improved performance by up to 20% and translation systems that outperformed competitors. Her background in electrical engineering and deep hardware knowledge (from multiple Intel roles) gives her a practical edge in optimizing models for latency, memory, and real-world constraints, such as a sub-10MB false trigger mitigation system that cut invalid detections by 91%. Cindy routinely bridges academia and industry, contributing to ICLR and ICASSP submissions while shipping robust, domain-adapted models in commercial products. Colleagues rely on her to resolve thorny production gaps between unit tests and real deployments, and she’s demonstrated an uncommon blend of RTL/system design experience with modern ML engineering.
code8 years of coding experience
job8 years of employment as a software developer
bookBachelor of Engineering - BE Electrical Engineering, Bachelor of Engineering - BE Electrical Engineering at University of Michigan
bookMaster's degree Data Science, Master's degree Data Science at University of Illinois Urbana-Champaign
bookMasters Electrical and Computer Engineering, Masters Electrical and Computer Engineering at Carnegie Mellon University
bookNational Experimental High School
languagesChinese
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Stackoverflow

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Github Skills (11)

ide7
anaconda6
language-server-protocol6
python6
development-environment5
mcs5
qt5
pyqt3
python-development2
cloud-computing1
spyder1

Programming languages (4)

TeXHTMLJupyter NotebookPython

Github contributions (5)

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freesoft/detox_bot2

Feb 2019 - May 2019

University of Illinois@Urbana-Champaign MCS-DS CS498 Cloud Computing Applications project
Contributions:19 commits in 2 months
mcscloud-computingillinoisuniversity-of-illinoiscloud
noya/web-of-videos

Nov 2018 - Jul 2019

Contributions:29 pushes in 8 months
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Cindy Tseng - Senior Staff Machine Learning Engineer at Samsung Research America (SRA)