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Consultant @Lumina Tech Ltd
2020 ~ 现在
SAP ERP application consultant, ERP cloud business workflow analysis
一個月內
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淡江大學
管理科學系
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Data/ML Engineer @凱基證券
2018 ~ 现在
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一個月內
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國立台北科技大學研究所
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Election Campaign Consultant for City councilor @61 Lab PR Marketing Co. Ltd.
2022 ~ 2022
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一個月內
Alex Lu 呂育璘 Assistant Vice President Operation | Leasing | Sales Development | Marketing Communications | Administrations Taipei, [email protected] Graduated from Fu Jen university and majored in fashion marketing, with over 25 years of working experience in marketing. Good at PR marketing, advertising campaigns, event marketing, data mining and direct marketing, digital marketing, customer loyalty programs, and E-commerce. As the marketing director of a shopping mall, I’m responsible for the strategy, budgeting, and annual plan. Leading the team, and collaborating with internal and external partners to execute marketing campaigns
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天主教輔仁大學 FU JEN CATHOLIC UNIVERSITY
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Asia Lead Software Engineer @新加坡商羅福斯有限公司台灣分公司
2023 ~ 2024
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6 到 10 年
National Chung Hsing University
Computer Science and Information
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曾任
副研究員 @財團法人台灣綜合研究院研究四所
2021 ~ 2021
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調 委託單位:科技部、教育部、長庚醫院與經濟部 加分項 閱讀英文資源 (國際SCI、SSCI & EI期刊等), 善於蒐集分析資料 發表研發成果 ( Data mining 作品刊登國際SCI期刊,Impact Factor培訓種子講師的經歷 活動策畫、推動與執行的經歷 攝影作業與影像編修的經歷 工作經歷
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4 到 6 年
國立成功大學
資源工程學系
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Superintendent Geotechnical Underground @PT. NHM
2012 ~ 现在
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超過一年
jawab atas semua masalah geoteknik tambang bawah tanah - memastikan semua penyangga terpasang sesuai dengan standard - memastikan sistem QAQC dapat terukur dan sistematis - mendukung produksi berjalan dengan aman dan tercapai - mendukung dan bekerjasama dalam proyek optimalisasi produksi perusahaan. - membuat kajian dan meninjau Rencana Kontrol Pengelolaan Batuan setiap tahun. - memiliki 8 orang geoteknikal team dan bekerjasama dengan 300 lebih karyawan bidang produksi. Geotechnical Engineer • PT. Newmont Nusa Tenggara FebruariMeiGeotechnical logging, mendeskripsikan kualitas batuan berdasarkan data pemboran PendidikanUniversitas Pembangunan Nasional Veteran Yogyakarta Geologi Skil User Experience Usable assessment Credible Product Ground Control Management Plan Mining abandoned area Language English
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PowerPoint
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全职 / 对远端工作有兴趣
10 到 15 年
Universitas Pembangunan Nasional Veteran Yogyakarta
Geologi

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Master of Computer Science
New Taipei City, Taiwan
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列印


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 
  • 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

简历
个人档案


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 
  • 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