Huang Chun-Ming (黃俊銘)

jimmy60504@gmail.com
Dep. GeoScience, No. 1, Sec. 4, Roosevelt Road, Taipei 106, Taiwan (10617)

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Linkedin Research Gate Github Docker Hub SGYLAB

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Education

• 09/2022-Present
  Structural Seismology Lab, National Taiwan University
  Doctoral Student in GeoScience

• 09/2017–01/2020
  Structural Seismology Lab, National Central University
  Master of Science in Geophysics
  Research: Automatic Seismic Event Picking using Deep Learning Methods

• 09/2010- 06/2015
  National Central University
  Bachelor of Science in Earth Science

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Research Experience

• 08/2019-11/2019
  Taiwan AI Academy
  Taipei City, Taiwan
  Technical ProfessionalTrainee (part-time)
  • Learn basic artificial intelligence concepts with code exercises; hands on Kaggle and TBrain competitions for practice
  • Complete basic tasks provided from school and find advanced applications for final project

• 07/2015–08/2017
  Reflection Seismic Research Group, National Central University
  Taoyuan City, Taiwan
  Research Assistant (full-time)
  • Led the research group for data processing; provided faculty researcher and/or supervisor ready access to all experimental data
  • Collected, processed and interpreted reflection seismic data after careful analysis and reflection based on reliable research findings
  • Conducted literature reviews of the most recent and updated professional information via scientific journals and trusted websites
  • Attended area seminars and other meetings as necessary; participated in on-job-training and professional courses to enhance work skills
  • Implemented deep reflection imaging and demultiple methods; analyzed high resolution seismic in 2D and 3D data

• 09/2013-06/2015
  Student Research Assistant (part-time)
  • Prepared articles, reports, and presentations for project and experiment results; summarized findings and answered any related queries
  • Observed exploding source refraction on the seismic team; worked under careful guidance of professor and senior researchers
  • Coordinated task assignment and monitored work progress of team members as the responsible team leader

• 07/2013–09/2013
  Taiwan Exploration & Development Research Institute, CPC Corporation, Taiwan
  Miaoli, Taiwan
  Geophysics Intern (full-time)

  • Trained in the interpretation of seismic data and practiced in stratigraphic restoration; interpreted 10 seismic 2D sections and drew formation contours

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Publications

• 2018
  Report- “Survey the Near Ground Deformation Included by Active Faulting”, Central Geological Survey, Ministry of Economic Affairs, 10-15, 54-58, 62-66, 93-97, 117-122
• 2018
  Report- “Study of Near Surface Structure of Active Fault (4/4)”, Central Geological Survey, Ministry of Economic Affairs, 20-25, 39-45
• 2017
  Report- “Study of Sedimentary Structure of Hoping River Alluvium Fan”, Industrial Technology Research Institute
• 2017
  Report- “Study of Near Surface Structure of Active Fault (3/4)”, Central Geological Survey, Ministry of Economic Affairs, 15-20, 46-57
• 2016
  Report- “Study of Near Surface Structure of Active Fault (2/4)”, Central Geological Survey, Ministry of Economic Affairs, 24-28, 49-51, 58-65
• 2015
  Report- “Study of Near Surface Structure of Active Fault (1/4)”, Central Geological Survey, Ministry of Economic Affairs, 31-40, 74-84, 115-126

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Academic Events

• 2019
  Poster- “An Automatic P Phase Picking Package Based On Deep Learning Method”, Taiwan Geosciences Assembly, Poster PDF
• 2019
  Poster- “An Automatic P Phase Picking Toolbox Using Deep Learning Method”, European Geosciences Union, Poster PDF
• 2018
  Oral- “Investigating Muchiliao Fault Zone Structures by Using High Resolution Shallow Seismic Reflection Survey”, Taiwan-Korea-Japan Joint Symposium on Survey and Evaluation Technologies of Underground Environment
• 2016
  Oral- “Investigating the Structures of Ruisui Fault and Yuli Fault by Using High Resolution Shallow Seismic Reflection Survey”, Taiwan Geosciences Assembly

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Projects

• SeisNN
  A deep learning toolbox for seismic P wave arrivals picking. Training 80,000 seismic datasets, model F1 score 0.889, compare with traditional AR pick is 0.558. Support Tensorflow with costomized Docker image.
• gg-music
  CycleGAN timbre transfer and VGG16 music genre classification. Transform piano to guitar using CycleGAN and classify 6 music genres using VGG16 with accuracy over 0.85.

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Open Courses

• GP1015
  Introduction to Computers
• GP3019
  Practice in Geophysical Prospecting

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Honors and Awards

• 11/2014
  2014 NCU Entrepreneurial Competition
  Topic: Arduino Wireless Geophone Module
  Bronze Medal Award
• 08/2014
  2nd National Exploration Geophysics Competition for College Student
  First Grade Prize
• 03/2012
  National Student Competition of Music
  Chinese Orchestra 4th Prize

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Extracurricular Activities

• 09/2012-present
  Quake Band
  Drummer
  • Performed in numerous campus concerts, enterprise fairs, and cooperated in On Dance parties held by students
  • Self-organized concerts and performed outside of school in Taimall and at bars

• 09/2013-06/2014
  NCU Guitar Club
  Percussionist
  • Competed in the Tsing Hua University “Tsing Melody Award” guitar competition
  • Self-learned jembe drums and instructed classes for Cajon (box drum)

• 01/2011-06/2014
  NCU Wind Band
  Percussionist  
  • Led and instructed students from Sanduo Elementary School in the Wind Instrument Camp; participated in several national music competitions

• 09/2010-06/2014
  NCU Chinese Music Club
  President, Percussionist
  • In charge of the 2012 North District 6 University Joint Traditional Chinese Music Camp

• 12/2012-01/2014
  Genever Saxophone Ensemble – Gin
  Drummer  
  • Performed at the Information Engineering Concert and at cafes