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Rex Yang
Machine Learning Engineer
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Rex Yang

Machine Learning Engineer
Chưa có phần giới thiệu.
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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
Đài Loan

Trình độ chuyên môn

  • Tình trạng hiện tại
    Đã có việc làm
    Tắt trạng thái tìm việc
  • Nghề nghiệp
    Machine Learning Engineer
  • Lĩnh vực
    Trí tuệ nhân tạo/ Máy học
    Big Data
    Phần mềm
  • Kinh nghiệm làm việc
    2-4 năm (2-4 năm liên quan)
  • Kinh nghiệm quản lý
    I've had experience in managing 1-5 nhân viên
  • Kỹ năng
    Machine Learning
    Deep Learning
    Computer Vision
    c/c++
    Python
    OpenCV
    PyTorch
    TensorFlow
  • Ngôn ngữ
    Chinese
    Bản địa hoặc song ngữ
    English
    Thông thạo
  • Trình độ học vấn cao nhất
    Master

Ưu tiên tìm kiếm việc làm

  • Hình thức làm việc mong muốn
    Full-time
    Quan tâm đến làm việc từ xa
  • Vị trí làm việc mong muốn
    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
  • Địa điểm làm việc mong muốn
    Taipei City, Taiwan
    New Taipei City, Taiwan
  • Freelance
    Không phải freelancer

Kinh nghiệm làm việc

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Senior Machine Learning Engineer

03/2021 - Hiện tại
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.

Học vấn

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Bằng Thạc sĩ khoa học tự nhiên (MS)
電機工程研究所
2018 - 2020
4/4.3 GPA
Mô tả
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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Bằng Cử nhân Khoa học (BS)
電機工程學系
2014 - 2018
3.7/4 GPA
Mô tả
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.