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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ Sekarang
・
Software Engineer
Dalam satu bulan
level with a size error margin of less than 3 cm. Computer Vision Body Reconstruction Stable Diffusion DApp: Exercise Classification Implemented real-time activity recognition for specified exercises, including but not limited to push-ups and squats, enabling accurate tracking and analysis of workout routines. Skeleton Detection Motion Classification Body AI: 3D Body Data Analysis Engage in a variety of AI side projects focused on leveraging 3D body data, encompassing tasks such as Body ID Recognition, Body Measurements Prediction, and Body Shape Classification. Mesh Data Processing Body Modulization: SMPL Project Engineer • Acer Inc. JanMay 2021 Working
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立台灣大學
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生物產業機電工程所
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
Dalam satu bulan
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立政治大學（National Chengchi University）
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資訊科學系Data Engineer @TSMC 台積電2022 ~ Sekarang
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資料分析師、演算法工程師、軟體工程師、軟體專案管理
Dalam satu bulan
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立中央大學 National Central University
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網路學習科技研究所
OPC Chief Engineer @TSMC2020 ~ Sekarang
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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
Dalam satu bulan
in distributed computing, optimizing code execution across thousands of systems to significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model training, democratizing access to advanced computational tools for non-programmers. Education National Chiao-Tung University, Ph.D. - Photonics, 2015 ~ 2020 Development of Intelligent Wearable Near Infrared Spectroscopy
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・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
National Chiao-Tung University
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Ph.D. - Clinical Engineering
Past
Electrical Section Head @Sayyed Engineers Limited2014 ~ 2016
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Electrical and Electronics Engineer
Dalam tiga bulan
based Project using SIMATIC SSignal conditioning of data received from the Aircraft Engine MFI-17 Super Mushshak Part Task Trainer (Simulator) Team lead of the Hardware installation and interfacing with soft instruments Using National Instruments NI-Daq 6343 Hardware designing of Trim Panel using Arduino Uno Foreign Object Debris Detection, Classification, and Localization using Deep Learning Python language based Project using YOLO-V7 (you only look once) Addressed the Class imbalance in FOD-A Dataset FOD detection/localization with improved accuracy Data Acquisition design and implementation of a Level-D Simulator (C130-H) NI-PXI Chassis-based DATA ACQUISITION
Tidak bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
University of Central Punjab
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Electrical and Power Transmission Installation/Installer, General設備專案工程師 @日月光半導體製造股份有限公司 ADVANCED SEMICONDUCTOR ENGINEERING, INC.2020 ~ Sekarang
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工程師
Dalam tiga bulan
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Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立高雄科技大學 National Kaohsiung University of Science and Technology
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電腦與通訊工程系
Research & Development Engineer @三竹資訊股份有限公司2023 ~ Sekarang
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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
Dalam satu bulan
and deployed it to the environment. Major Product and Project Experience AI training platform backend development with Label 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
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Terbuka untuk peluang
Full-time / Tidak tertarik bekerja jarak jauh
4-6 tahun
國立中央大學 National Central University
・
資訊工程
Data science lecturer @Ittraining2020 ~ Sekarang
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Data Scientist 資料科學家_數據分析師
Dalam satu bulan
氣道擴散偵測競賽 I：運用物體偵測作法於找尋STAS, 2022/06/02 - Bronze medal (team): (Kaggle) VinBigData Chest X-ray Abnormalities Detection: Automatically localize and classify thoracic abnormalities from chest radiographs, 2021/03/30 Classification (影像分類): - Bronze medal (solo): (Kaggle) Human Protein Atlas - Single Cell Classification: Find individual human cell differences in microscope images, 2021/05/12 - 5th place (team): (Aidea AI CUP) Mango grade classification, 2020/12/29. https://reurl.cc/
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Terbuka untuk peluang
Paruh waktu / Tertarik bekerja jarak jauh
Lebih dari 15 tahun
Purdue University
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School of civil engineering (Stochastic & statistical hydrology)
Product Manager @Linker Vision2023 ~ Sekarang
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PM/產品經理/專案管理
Dalam satu bulan
detection, segmentation, and classification AI scenario. Good communication skills with doctors' demands and collaboration with colleagues. Patent Disclosure: Ultrasound detect and notify system. (serial number: I學歷 SepJun 2 National Taiwan University of Science and Technology Masters in Electrical Engineering Thesis "Online Data Stream Analytics for Dynamic Environments Using Self-Regularized Learning Framework", IEEE journal SepJun 2020 Yuan Ze University Bachelor in Electrical Engineering Skills Customer/VC negotiation and customer services DL/ML/AI algorithm, keen problem solving 3D modeling (Blender) Python, Matlab, Tensorflow, Keras Object detection, Classification, [email protected]
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Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立台灣科技大學 National Taiwan University of Science and Technology
・
電機工程
Senior Software Engineer @International Integrated Systems, Inc.(IISI)2020 ~ Sekarang
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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
Dalam satu bulan
modules：Resblock, GhostBottleNeck, SE-layer, DarkBlock. Used Attention mechanism：StripPooling, MixedPoolingModule, SelectiveKernel . According to the input data, use convolutional layers of different dimensions (1D~3D) to learn information. Used weight standardization to assign weights to improve model training effect. Built a composite model of regression and classification. AI development environment management Used docker or Anaconda to establish and maintain the development environment with GPU. Set up the environment to use the LLM (LLAMA2, Taiwan-LLaMa, Codellama, Llama2-chinese-13b, etc.) Model Training and Tuning Tips Adjusted the data batch size according to the
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Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
私立中原大學 Chung Yuan Christian University
・
環境工程Paket Perekrutan Paling Mudah dan Efektif, Pilihan Ratusan Perusahaan
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Latar Belakang Profesional
Status sekarang
Tahap pencarian kerja
Tidak terbuka untuk peluang
Profesi
Machine Learning Engineer
Bidang Pekerjaan
Pengalaman Kerja
Kurang dari satu tahun
Management
Tidak ada
Keterampilan
Bahasa
English
・
Fasih
Chinese
・
Bahasa ibu atau Bilingual
Preferensi Pencarian Pekerjaan
Jabatan
Tipe Pekerjaan
Full-time
Lokasi
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Tidak
Pendidikan
Institusi Pendidikan
National Chung Hsing University
Jurusan
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