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Rex Yang
Machine Learning Engineer
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Rex Yang

Machine Learning Engineer
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OSENSE TECHNOLOGY CO., LTD.
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國立台灣科技大學 National Taiwan University of Science and Technology
台灣新北市
타이완

Professional Background

  • Current status
    Employed
    Not open to opportunities
  • Profession
    Machine Learning Engineer
  • Fields
    Artificial Intelligence / Machine Learning
    Big Data
    Software
  • Work experience
    2-4 years (2-4 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Machine Learning
    Deep Learning
    Computer Vision
    c/c++
    Python
    OpenCV
    PyTorch
    TensorFlow
  • Languages
    Chinese
    Native or Bilingual
    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 City, Taiwan
    New Taipei City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

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Senior Machine Learning Engineer

3월 2021 - Present
1. Qubby : Developed an avatar system that captures facial features and transforms them into realistic cartoon avatars. 2. Kaohsiung 5G Project: Developed a lightweight facial detection and gender recognition system with over 90% accuracy and more than 25,000 detections, enabling precise demographic analysis and improved security, while analyzing crowd flow and dwell times to optimize marketing strategies, enhance visitor experience, and increase usage rates. 3. Kaohsiung 5G Project: Developed real-time floating touch technology for edge devices, utilizing palm and hand landmark detection algorithms, resulting in an advanced user interface with enhanced interactions. 4. Published a conference paper titled "Automatic Generation of Personalized Golf Video Using Integrated Technologies and Methods" in ICMT 2022. 5. As an invited speaker at both the AI CAFE event and Chunghwa Telecom event, I shared professional knowledge and experience in the field of artificial intelligence, covering topics such as GANs and Edge AI. 6. Blockchain Metaverse Project: Collaborated with cross-functional teams to develop O2META, a cutting-edge Web 3.0 metaverse platform that incorporates DeFi, NFT, GameFi, and OMO concepts.

Education

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Master of Science (MS)
電機工程研究所
2018 - 2020
4/4.3 GPA
Description
Contributed to a thesis titled "Synthesis of Photorealistic License Plates" by creating the LP-2020 dataset, designing a robust detection and recognition architecture, and developing advanced image generation techniques.
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Bachelor of Science (BS)
電機工程學系
2014 - 2018
3.7/4 GPA
Description
1. Designed a robot with remote operation capabilities via a monitor and joystick, tailored for specific tasks. 2. Published a journal paper titled "Obstacle Avoidance of Mobile Robot Based on HyperOmni Vision" in S&M.