CakeResume 找人才
進階搜尋
On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
Research & Development Engineer @三竹資訊股份有限公司2023 ~ 現在
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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
一個月內
Studio/DVC/MLflow Developed training templates. AI-SaaS Implemented NLU tasks using BERT-based models to provide functions such as named entity recognition, entity relation extraction, and article classification . Implemented NLG tasks using T5 to provide article summarization functionality. NetProbe - DPI Use 1D-CNN and MLP models for encrypted network traffic identification . Use the Autoencoder model for unknown packet detection . Taiwan Ministry of the Interior Investigation Bureau Police Station - AI Crime Investigation Trace Analysis System: Use BERT-based models to provide more comprehensive association analysis results by identifying named entities and extracting entity
就職中
・
目前會考慮了解新的機會
全職 / 暫不考慮遠端工作
4 到 6 年
國立中央大學 National Central University
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資訊工程
就職中
・
目前會考慮了解新的機會
全職 / 對遠端工作有興趣
6 到 10 年
National Taipei University
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Public Finance
培训项目经理 @Hytera
培训经理
超過一年
人力方案 基于对业务的理解，开展业务调研，制定业务人力相关方案与策略，包括干部管理、员工沟通，激励机制等方案。 启航MLP训练营 针对公司部长级的管理干部量身定制的混合式学习项目，在项目中负责项目调研、设计、实施等工作任务。 班组长
全職 / 對遠端工作有興趣
6 到 10 年
广东药学院
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信息管理与信息系统最輕量、快速的招募方案，數百家企業的選擇
搜尋履歷，主動聯繫求職者，提升招募效率。
- 瀏覽所有搜尋結果
- 每日可無限次數開啟陌生對話
- 搜尋僅開放付費企業檢視的履歷
- 檢視使用者信箱 & 電話
搜尋技巧
1
嘗試搜尋最精準的關鍵字組合
資深 後端 php laravel
2
將須完全符合的字詞放在雙引號中
"社群行銷"
3
在不想搜尋到的字詞前面加上減號，如果想濾掉中文字，需搭配雙引號使用 (-"人資")
UI designer -UX
職場能力評價定義
專業技能
該領域中具備哪些專業能力（例如熟悉 SEO 操作，且會使用相關工具）。
問題解決能力
能洞察、分析問題，並擬定方案有效解決問題。
變通能力
遇到突發事件能冷靜應對，並隨時調整專案、客戶、技術的相對優先序。
溝通能力
有效傳達個人想法，且願意傾聽他人意見並給予反饋。
時間管理能力
了解工作項目的優先順序，有效運用時間，準時完成工作內容。
團隊合作能力
具有向心力與團隊責任感，願意傾聽他人意見並主動溝通協調。
領導力
專注於團隊發展，有效引領團隊採取行動，達成共同目標。
專業背景
目前狀態
求職階段
目前沒有興趣尋找新的機會
專業
機器學習工程師
產業
工作年資
小於 1 年
管理經歷
無
技能
語言能力
English
・
進階
Chinese
・
母語或雙語
求職偏好
希望獲得的職位
預期工作模式
全職
期望的工作地點
遠端工作意願
對遠端工作有興趣
接案服務
否
學歷
學校
National Chung Hsing University
主修科系
Computer Science and Engineering
李光庭 / Edward Lee
AI / Software Engineer
linkedin.com/in/kuang-ting-lee-447174181 gitlab.com/summer51202 [email protected] (+886) 983-625-321
About Me
- A proactive software engineer with specialized skills in AI and machine learning
- 4+ years experience in research & development of artificial intelligence (AI)
- Master of Computer Science
Work Experience
- Junior Engineer - ASUS (March, 2022 - Now)
- Refactored the legacy code of the tool which achieving a 60% reduction in code volume and improving the readibility of the program logic
- Optimized feature matching processes in the intelligent checkout system by caching techniques that halved the system's resident memory usage
- Maintained the AISVision Verifier and resolved bugs for user experience
- Developed C# APIs of Anomaly detection and Classification models for the customer demo tool
- Conducted research on 3D surface reconstruction and proposed a novel framewrok for two patent submissions
- Conducted research and re-implementation of YOLOv8 in TensorFlow 2.0
- Part-time Employee - HMSHost Kennebunk South Travel Plaza (June, 2017 - Sep., 2017)
- Work & Travel USA 2017
Education
National Chung Hsing University, Master Degree, Computer Science and Engineering (2019 - 2021)
National Cheng Kung University, Bachelor Degree, Materials Science and Engineering (2013 - 2018)
Patents
智慧倉儲空間最佳化輔助系統
基於Transformer架構的三維表面重建方法
Publications
2023 IEEE Transactions on Image Processing
- C.-Y. Chiou, K.-T. Lee, C.-R. Huang and P.-C. Chung, "ADMM-SRNet: Alternating Direction Method of Multipliers based Sparse Representation Network for One-Class Classification," IEEE Transactions on Image Processing, vol. 32, pp. 2843-2856, 2023, doi: 10.1109/TIP.2023.3274488.
2020 International Computer Symposium
- K. -T. Lee, C. -Y. Chiou and C. -R. Huang, "One-Class Novelty Detection via Sparse Representation with Contrastive Deep Features," 2020 International Computer Symposium (ICS), 2020, pp. 61-66, doi: 10.1109/ICS51289.2020.00022.
Awards
AI CUP 2023 教育部全國大專院校人工智慧競賽 教電腦看羽球競賽 - TOP 25%
2022 Intel DevCup - Excellent Work Award
- 數位孿生空間管理系統
International ICT Innovative Services Awards 2020 - First Place Award
- Few-Shot Self-Supervised Learning for AI-based Automatic Optical Inspection in Industry 4.0
- Few-Shot Self-Supervised Learning for AI-based Automatic Optical Inspection in Industry 4.0
International ICT Innovative Services Awards 2019 - Second Place Award
AI based Traffic Condition Recognition and Visualization in Modern Smart City
Professional Skills
- Programming Languages
Python, C#, C++, C
- Deep Learning Frameworks
- PyTorch, Tensorflow, Keras
Development Tools
Git, Jenkins, Mantis
Languages
- English — Advanced
- TOEFL iBT 80
- Mandarin — Native speaker
李光庭 / Edward Lee
AI / Software Engineer
linkedin.com/in/kuang-ting-lee-447174181 gitlab.com/summer51202 [email protected] (+886) 983-625-321
About Me
- A proactive software engineer with specialized skills in AI and machine learning
- 4+ years experience in research & development of artificial intelligence (AI)
- Master of Computer Science
Work Experience
- Junior Engineer - ASUS (March, 2022 - Now)
- Refactored the legacy code of the tool which achieving a 60% reduction in code volume and improving the readibility of the program logic
- Optimized feature matching processes in the intelligent checkout system by caching techniques that halved the system's resident memory usage
- Maintained the AISVision Verifier and resolved bugs for user experience
- Developed C# APIs of Anomaly detection and Classification models for the customer demo tool
- Conducted research on 3D surface reconstruction and proposed a novel framewrok for two patent submissions
- Conducted research and re-implementation of YOLOv8 in TensorFlow 2.0
- Part-time Employee - HMSHost Kennebunk South Travel Plaza (June, 2017 - Sep., 2017)
- Work & Travel USA 2017
Education
National Chung Hsing University, Master Degree, Computer Science and Engineering (2019 - 2021)
National Cheng Kung University, Bachelor Degree, Materials Science and Engineering (2013 - 2018)
Patents
智慧倉儲空間最佳化輔助系統
基於Transformer架構的三維表面重建方法
Publications
2023 IEEE Transactions on Image Processing
- C.-Y. Chiou, K.-T. Lee, C.-R. Huang and P.-C. Chung, "ADMM-SRNet: Alternating Direction Method of Multipliers based Sparse Representation Network for One-Class Classification," IEEE Transactions on Image Processing, vol. 32, pp. 2843-2856, 2023, doi: 10.1109/TIP.2023.3274488.
2020 International Computer Symposium
- K. -T. Lee, C. -Y. Chiou and C. -R. Huang, "One-Class Novelty Detection via Sparse Representation with Contrastive Deep Features," 2020 International Computer Symposium (ICS), 2020, pp. 61-66, doi: 10.1109/ICS51289.2020.00022.
Awards
AI CUP 2023 教育部全國大專院校人工智慧競賽 教電腦看羽球競賽 - TOP 25%
2022 Intel DevCup - Excellent Work Award
- 數位孿生空間管理系統
International ICT Innovative Services Awards 2020 - First Place Award
- Few-Shot Self-Supervised Learning for AI-based Automatic Optical Inspection in Industry 4.0
- Few-Shot Self-Supervised Learning for AI-based Automatic Optical Inspection in Industry 4.0
International ICT Innovative Services Awards 2019 - Second Place Award
AI based Traffic Condition Recognition and Visualization in Modern Smart City
Professional Skills
- Programming Languages
Python, C#, C++, C
- Deep Learning Frameworks
- PyTorch, Tensorflow, Keras
Development Tools
Git, Jenkins, Mantis
Languages
- English — Advanced
- TOEFL iBT 80
- Mandarin — Native speaker