Tian-Ze Liu

Computer Vision Engineer at XNEX
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Contact Information
us****@****om
(386) 825-5501
Location
New Taipei City, New Taipei City, Taiwan, TW
Languages
  • 中文 Native or bilingual proficiency
  • 英文 Full professional proficiency

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Credentials

  • Deep Reinforcement Learning Nanodegree Program
    Udacity
    Aug, 2019
    - Nov, 2024
  • Robotics-ColumbiaX
    edX
    Sep, 2018
    - Nov, 2024
  • Certified SolidWorks Professional (CSWP)
    Dassault Systèmes
    Apr, 2018
    - Nov, 2024
  • Intro to Self-Driving Cars Nanodegree Program
    Udacity

Experience

  • XNEX
    • Taiwan
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Computer Vision Engineer
      • Mar 2022 - Present

      Project 1: CNC Feature Recognition ● Deep learning on 3D point clouds ● R&D on 3D CNN models ● Training deep learning models to do 3D segmentation for recognizing features of CNC cad files such as pocket, island, step, slot and hole Project 2: Tooyan ● Generative AI ● Training deep learning models to generate customized portraits (with ControlNet if necessary) ● Prompt engineering ● Embedded a new style in generative AI models to generate customized results Project 1: CNC Feature Recognition ● Deep learning on 3D point clouds ● R&D on 3D CNN models ● Training deep learning models to do 3D segmentation for recognizing features of CNC cad files such as pocket, island, step, slot and hole Project 2: Tooyan ● Generative AI ● Training deep learning models to generate customized portraits (with ControlNet if necessary) ● Prompt engineering ● Embedded a new style in generative AI models to generate customized results

  • NeuronBasic Technology Inc
    • Hsinchu, Taiwan
    • AI Engineer
      • Mar 2021 - Mar 2022

  • Compal
    • Taiwan
    • Computer Hardware Manufacturing
    • 700 & Above Employee
    • AI Engineer
      • Aug 2019 - Mar 2021

      ● R&D on deep learning and model training subjects, optimized and improved AI algorithms ● Took part in AI algorithm development, utilized 3D CNN + 2D CNN to assist in driving ● R&D on deep learning and model training subjects, optimized and improved AI algorithms ● Took part in AI algorithm development, utilized 3D CNN + 2D CNN to assist in driving

  • Quanta Computer Inc. 廣達電腦
    • Computer Hardware Manufacturing
    • 700 & Above Employee
    • AI Engineer
      • Nov 2018 - May 2019

      ● Participated in a project targeting intelligent medical treatments, utilized deep learning's computer vision to carry out the medical image recognition of chest x-rays for assisting doctors ● Adopted Image Classification technique to analyze diseases (e.g. lung mass, pleural effusion etc.) and used Grad-CAM to produce heat maps ● Participated in a project targeting intelligent medical treatments, utilized deep learning's computer vision to carry out the medical image recognition of chest x-rays for assisting doctors ● Adopted Image Classification technique to analyze diseases (e.g. lung mass, pleural effusion etc.) and used Grad-CAM to produce heat maps

  • Volvo Cars
    • Sweden
    • Motor Vehicle Manufacturing
    • 700 & Above Employee
    • Internship
      • Jul 2016 - Aug 2016

      Internship at VOLVO Cars Technology in Shanghai. Internship at VOLVO Cars Technology in Shanghai.

Education

  • Tsinghua University
    Master's degree, Aerospace Engineering
    2015 - 2017
  • Taiwan AI Academy
    Artificial Intelligence
    2018 - 2018
  • National Taiwan University
    Bachelor's degree, Civil Engineering
    2011 - 2015

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