崴寶 Weibert Weiberson Template

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About me

日期：2024-08-08 06:12:49

作者：Weiberson

自我介紹

Knowledge:

NLP: Lanchain, RAG, HuggingFace, BERT
CV: OpenCV, PyTorch, YOLOR, YOLOv7, PRB-FPN, Attention Mechanism

Additional Skills:

Others: Git Version Control, Docker, Linux / Ubuntu, SQLite, MySQL, Firebase, NoSQL
, RESTful API, AJAX fetch, Vue3, Node.js, Express, WebPack, Bootstrap RWD, Unity, 
Android Development, VM

您好，我是崴寶 Weibert Weiberson，資訊科學碩士，目前在台灣某上市公司擔任 AI 軟體工程師。

我專注於計算機視覺（CV）、大型語言模型（LLM）、深度學習以及機器學習。

我對解決問題充滿熱情，並具備創新思維和團隊合作精神，喜歡挑戰新技術。

想了解更多關於我的資訊，請參考以下連結：

Academic Background

Master of Science (MS) in Computer Science

  • University: University of Taipei
  • Department: Computer Science
  • GPA: 3.78/4.0
  • Focus Areas:
    • Machine Learning
    • Attention Mechanism
    • Image Processing
  • Activities and Achievements:
    • Speaker’s Award: Taipei City Council, 2023
    • Obtained a scholarship for the master’s program
      • Rank 1 in class for the first semester of 2023

Bachelor of Science (BS) in Information Management

  • University: National Taipei University of Nursing and Health Sciences
  • Department: Information Management
  • GPA: 3.43/4.0
  • Activities and Achievements:
    • Participated in the Computer Information Service Club
      • Skills Acquired: Front-end, Back-end, Unity, Android Development
    • Participating in a Computer Information Service Club
    • Completion of the Big Data Program

出版作品

  • Video Analytics for Detecting Motorcyclist Helmet Rule Violations:
    • Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023, pp. 5365-5373
    • Co-Author
    • 發表日期: 2023年6月19日
    • 閱讀論文

榮譽獎項

  • Speaker’s Award from Taipei City Council

    • Taipei City Council
    • 2023年6月

  • 4th Place, 4/267, Ranking Top 1.49%:

    • AI CITY CHALLENGE
    • 2023年4月
    • AI CITY CHALLENGE - Challenge Track 5: Detecting Violation of Helmet Rule for Motorcyclists, 2023.
    • Arxiv: 2304.07500

  • First Place, Trend Micro Inc. Student Pre-hired Award/金牌獎:

  • Second Place:

    • Department of Information Management, National Taipei University of Nursing and Health Sciences
    • 2020年12月
    • 109學年度實務專題競賽 系統B組 第二名

作品集

Machine Learning Projects

  • During Master’s Program/碩士期間
    • 使用深度學習結合注意力機制、數據擴增和圖像處理方法進行非法停車檢測和車牌識別。
      • Python (Linux)
    • 使用深度學習結合視頻分析技術檢測摩托車頭盔規則違規。
      • Python (Linux)

Front-End / Back-End Development

Android Development

Unity Development

> 還有更多作品

後來有做更多專案，但沒有列在這裡 (專案太多要打好久…)

2024年後新的作品，請自行去我的Github查看，感謝您!!