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。

社交媒體

想了解更多關於我的資訊，請參考以下連結：

• GitHub: weitsung50110
• Medium: @weiberson
• Instagram:@weibert_music、@weiberson_blog
• 崴寶網站: Well崴寶程式開發天堂
• YouTube: Well崴寶程式開發天堂
• Facebook: Well崴寶程式開發天堂
• TikTok: 崴寶Weibert

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:

  • Ministry of Education, Taiwan
  • 2023年3月
  • AI CUP - Intelligent Counting Competition for Unmanned Aerial Vehicles (UAVs), 2022
  • News of the University of Taipei
  • AI CUP Competition Page

• 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

• 2020年1月 - 2023年12月
  • RWD Shopping Forum:
    • PHP + MySQL
    • GitHub: RWD php shopping forum
  • MongoDB Ajax RESTful API Membership System:
    • MongoDB / Mongoose + RESTful API / AJAX fetch + Node.js + Bootstrap RWD + SCSS + WebPack
    • GitHub: MongoDB Ajax RESTful API membership system
  • WebSocket 即時聊天室:
    • WebSocket + Vue3 + Node.js
    • GitHub: WebSocket Online Chatroom NodeJS Vue
  • Docker Compose MySQL Notepad Site:
    • Docker-Compose + Dockerfile + MySQL Container + Vue3 + Node.js Container
    • GitHub: Docker Compose MySQL Notepad Site node.js

Android Development

• 2020年1月 - 2020年12月
  • TextToSpeech 字典:
    • Kotlin + Firebase
    • GitHub: TextToSpeech dictionary
  • Intelligent Dietary Management and Recommendation App:
    • Kotlin + Firebase + SQLite
    • GitHub: Recipe Recommend app

Unity Development

• 2019年1月 - 2019年12月
  • Runaway Boy:
    • C# (Unity)
    • GitHub: RunawayBoy_game_app
    • Google Play: Runaway Boy
  • Muyu Goddess:
    • C# (Unity)
    • GitHub: MuyuGoddess_game_app

> 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!!