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De 4 a 6 años
6-10 años
10-15 años
Más de 15 años
Research & Development Engineer @三竹資訊股份有限公司2023 ~ Presente
・
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
En un mes
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
Empleado
・
Abierto a oportunidades
A tiempo completo / No está interesado en trabajar a distancia
De 4 a 6 años
國立中央大學 National Central University
・
資訊工程
Empleado
・
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Taipei University
・
Public Finance
培训项目经理 @Hytera
培训经理
Más de un año
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
A tiempo completo / Interesado en trabajar a distancia
6-10 años
广东药学院
・
信息管理与信息系统El plan de reclutamiento más ligero y eficaz
Busque currículums y tome la iniciativa de ponerse en contacto con los solicitantes de empleo para lograr una mayor eficacia en la contratación. La elección de cientos de empresas.
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senior backend php
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UI designer -UX
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Situación actual
Progreso en la búsqueda de empleo
No está abierto a oportunidades
Professions
Machine Learning Engineer
Fields of Employment
Experiencia laboral
Menos de 1 año
Management
Ninguno
Habilidades
Idiomas
English
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Fluido
Chinese
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Nativo o bilingüe
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Posición
Tipo de trabajo
A tiempo completo
Ubicación
A distancia
Interesado en trabajar a distancia
Freelance
No.
Educación
Escuela
National Chung Hsing University
Mayor
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