Shih-Hung
Berkeley, California, United StatesNationality United States
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Work experience
Research Assistant
National Taiwan University2020.07-2021.06(a year)• Designed full-scale 2-story RC moment-frames with conventional- and high-strength steel reinforcement based on ACI-318-19 using AutoCAD and Revit• Conducted shaking table test at NCREE to investigate drift response of the frames and compared the results with suggestions from ACI-318-19• Coordinated with contractors, colleagues, supervisors, and NCREE staff to complete construction within timeline and budget constraints• Cleaned and filtered 4+ million data from infrastructural sensors using MATLAB and compared processed data with those derived from SAP2000Civil Engineer
Greenhome Construction2019.09-2019.12(4 months)• Coordinated with contractors and the owners to renovate the buildings, including structure reinforcement, electric system replacement, interior design, etc.• Supervised newly built 7-story aboveground and 2-story underground reinforcement concrete buildings• Assisted sales department to sell the apartments and sold out 60 sets within 2 monthsAI Research Intern
National Center for Research on Earthquake Engineering2019.07-2019.08(2 months)• Adopted deep learning model, deeplabV3+, with TensorFlow to recognize intersections of rebars in construction-site photos with over 80% prediction accuracy• Achieved 90% accuracy in calculating spacings of rebars using Scikit-learn packageUndergraduate Research Assistant
National Taiwan University2017.07-2019.08(2 years)Rebar Inspection System by Computer Vision and Photogrammetry:• Utilized image processing algorithms with OpenCV package to identify rebars in construction-site photos• Applied photogrammetry techniques to calculate rebar spacings in terms of 90% accuracyCharacteristics of Near-fault Pulse-like Ground Motions:• Investigated engineering parameters of near-fault pulse-like ground motions, including correlation coefficients of ground-motion time series, strong motion duration, and spectral acceleration• Awarded Undergraduate Research Grant, Ministry of Science and Technology, Taiwan • Achieved 2019 Excellent Bachelor Thesis Award, College of Engineering, NTU
Educational experience
University of California, Berkeley
Civil Engineering, Systems EngineeringNational Taiwan University
Civil EngineeringUniversity of California, Berkeley
CEE, Systems Engineering
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