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Tony Zhang - Multi-Scale Hybrid CNN-Transformer for Smoke Detection in Satellite Images in Ann Arbor, MI

Tony Zhang

Principal Systems Engineer specializing in ML, computer vision, and intelligent sensing

University of MichiganUniversity of MichiganAnn Arbor, MI4 Years ExperiencePrincipal LevelWorks On-Site

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Experience

Multi-Scale Hybrid CNN-Transformer for Smoke Detection in Satellite ImagesUniversity of Michigan · Oct 2024 – Aug 2025
Principal Systems EngineerNorthrop Grumman · Sep 2023 – Sep 2024
InternNational Institute of Standards and Technology · May 2016 – Aug 2016internship
Embedded Systems ProgrammerNational Geographic Society · Jun 2014 – May 2016

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Education

University of Michigandoctorate, Electrical and Computer Engineering (2023)

Languages

English

Publications

7 publications

Smoke detection in satellite imageryNighttime PM2.5 estimationFire segmentationRemote sensing image segmentationAir quality forecastingMultimodal air quality datasetsImage-based atmospheric pollutant estimation

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Connect with Tony

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Typically responds within 24 hours

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Tony ZhangPrincipal Systems Engineer specializing in ML, computer vision, and intelligent sensing