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Avatar of 楊軒.
楊軒
Software Manager & AI Engineer
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楊軒

Software Manager & AI Engineer
With 9+ years of experience in statistical analysis and data processing in interdisciplinary scientific problems which covered biology, physics, and mechanical engineering. As AI Engineer who focus on addressing customers’ business needs using AI, including building ML or DL models in intelligent manufacturing enablement field. Experience in understanding the requirements from customer and contributing relevant questions to ensure clarity. Lead cross-functional team to plan and execute of project work plans, making ongoing revisions to meet changing needs.
Creative Maintenance Tech
National Central University
Taipei City, 台灣

Professional Background

  • Current status
    Employed
    ・
    Not open to opportunities
  • Profession
    Data Scientist
  • Fields
    Software
  • Work experience
    6-10 years (1-2 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Python
    Tensorflow (Keras)
  • Languages
    English
    ・
    Fluent
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    ・
    Interested in working remotely
  • Desired positions
    AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
  • Desired work locations
    Taipei, Taiwan
    ・
    Hsinchu, Hsinchu City, Taiwan
    ・
    Taoyuan City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

Software manager & AI Engineer

Creative Maintenance Tech
Aug 2020 - Present
· Built a regression model in a customer’s CNC factory to detecting tool remaining-useful-life by data slicing, cleaning, and feature extracting. · Developed algorithms based on signal processing and statistical analysis that were used to digitalize the quality-control processes to satisfy customer’s manufacturing needs. · Worked with the software, firmware, and hardware engineers with Kanban method to identify the bottleneck in the commercialize projects in the startup.

AI Engineer

Prognosis Technology
Dec 2019 - Aug 2020
・
9 mos
· Built the SVM and randomforest models to do the novelty detection for wind turbine gearbox and write the report. Achieve a failure detection during the government technology development program. · Used predictive analytics and data processing technics to forecast the pump fault detection in water treatment plant in Taichung.

Research Assistant

Institute of Physics, Academia Sinica
Oct 2012 - Jul 2019
・
6 yrs 10 mos
· Development of image processing methods for biological fluorescent images which include preprocessing, object detection, and segmentation by MatLab and OpenCV. · Built a purchase and store management Access SQL system about chemicals in lab. · Collaborated with international colleagues to do research the in interdisciplinary scientific problems which covered biology, physics, and mechanical engineering.

Education

National Central University

Master of Science (MS)
・
Biophysics
2013 - 2015
・
4.2/5 GPA

National Taiwan University

Bachelor of Science (BS)
・
Life Science
2005 - 2010