Shujie Hou
Senior Research And Development Engineer at Abbott
Acton, Massachusetts, United States
Summary
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Top SchoolShujie Hou is a Senior R&D Engineer with eight years of experience applying signal processing, machine learning, and wireless communications to real-world products, currently researching AI algorithms for medical image processing at Abbott. He combines deep academic training (PhD in Electrical and Computer Engineering) with hands-on engineering in Python, MATLAB, C/C++, Verilog and assembly, and has owned and automated MATLAB-based evaluation tools for OCT algorithm performance. Previously he developed RTLS and UWB signal-processing algorithms, led real-time outlier detection projects, and reconstructed ground-truth traces from messy field data—demonstrating an ability to turn noisy, real-world signals into reliable insights. Comfortable across simulation, firmware validation, and circuit simulation (LTspice), he brings both theoretical rigor and practical delivery to cross-disciplinary teams in Acton, MA.
7 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Electrical and Computer Engineering, Doctor of Philosophy (Ph.D.) Electrical and Computer Engineering at Tennessee Technological UniversityBachelor's Degree Computational Mathematics, Bachelor's Degree Computational Mathematics at Daqing Petroleum InstituteMaster's Degree Computational Mathematics, Master's Degree Computational Mathematics at Dalian University of Technology
Chinese, English
Github Skills (16)
prediction9
adaptation9
mining9
stream8
disk7
lightgbm5
machine-learning5
drift5
dataframes5
xgboost4
react4
large-language-models3
nextjs3
llm-inference2
llm2
Programming languages (2)
Github contributions (5)
shujiehan/StreamDFP
Dec 2019 - Feb 2022
StreamDFP, a general stream mining framework for disk failure prediction with concept-drift adaptation.
Contributions:5 releases, 9 commits, 1 PR in 2 years 2 months
xgboostminingdataframespredictiondisk
shujiehan/ssdanalysis
Jan 2021 - Jan 2022
Contributions:4 commits, 2 pushes in 1 year
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