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Avatar of Po Han (Andre) Li.
Avatar of Po Han (Andre) Li.
Po Han (Andre) Li
Bookkeeper @foodpanda
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2015 ~ 2016
Within one month
the integration of cross-functional resources to devise the go-to-market program for Creators+, featuring a 28-day product solution program and several plug-and-play mini camps. Collaborated seamlessly with the global team to develop the Creators app from inception to becoming the Most Lovable Product (MLP). Assistant Account Manager • Amway Apr.,Jun., 2021 Orchestrated the leadership of three account managers in the Southern region of Taiwan, fostering growth in both sales and recruitment. Proactively collaborated with diamond leaders to devise strategies for cultivating and expanding the network of developing ABOs, resulting
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National Taipei University
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Avatar of Aiden Lam.
Avatar of Aiden Lam.
Aiden Lam
培训项目经理 @Hytera
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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
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Avatar of 李光庭.
李光庭
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Master of Computer Science
New Taipei City, Taiwan
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Machine Learning Engineer
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Print


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

Resume
Profile
Print


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