CakeResume Talent Search

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4〜6年
6〜10年
10〜15年
15年以上
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Research & Development Engineer @三竹資訊股份有限公司
2023 ~ 現在
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
1ヶ月以内
Python
JAVA
Linux
就職中
就職希望
フルタイム / リモートワークに興味なし
4〜6年
國立中央大學 National Central University
資訊工程
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Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 2023
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
1ヶ月以内
Python
PyTorch
Machine Learning
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
National Yang Ming Chiao Tung University
Computer Science
Avatar of 莊承翰.
Avatar of 莊承翰.
Algorithm Engineer @Delta Electronics
2017 ~ 現在
Algorithm Engineer
1ヶ月以内
Software development [email protected] Summary Over 8 years of experience in deep learning and more than 10 years of experience in computer vision/image processing. Capable of independently or collaboratively building AI (image/video) products from scratch with various teams. Analyzing, and improving deep learning systems. Kaggle Top 1% ( 16 /Sartorius - Cell Instance Segmentation (2021/12~2021/12) Top 4% ( 85 /Human Protein Atlas Image Classification (2018/11~2019/1) profile Skills Software C++ Python Library / Framework OpenCV PyTorch LibTorch DL / ML
Software Development
Python
C++
就職中
フルタイム / リモートワークに興味なし
4〜6年
National Chin-Yi University of Technology
Avatar of Hao-Chun (Chad) Yang.
Avatar of Hao-Chun (Chad) Yang.
Senior Machine Learning Engineer @C-Media Electronics
2020 ~ 2021
Machine Learning Scientist, Data Scientist
1ヶ月以内
. Enterprise Corporation JanDec 2021 Senior Machine Learning Engineer | C-Media Electronics - Develop real-time deep CRNN AI de-reverberation engine with SRMRLead development of speech cloning from unseen sources using Generative Adversarial Networks. MarNov 2020 Senior Machine Learning Engineer | Institute for Information Industry (III) - Lead the development of deep video retrieval system speeding up the fake news screening using Pytorch and Ranking algorithm. - Build the system with Flask and Docker with Retrieval Precision 95.1%. - The system would be deployed by two NGO fake news checkersTaiwan FactCheck Center and MyGoPen. JanJan 2019 Machine Learning
Python
pytorch
tensorflow
兵役中
フルタイム / リモートワークに興味あり
4〜6年
清華大學
電機工程
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Data Scientist/Machine Learning Engineer @CloudMile_萬里雲
2019 ~ 現在
Data analyst, Machine Learning engineer.
6ヶ月以内
Deep Learning
Data Analytics
Python
就職中
フルタイム / リモートワークに興味あり
4〜6年
National Taiwan University of Science and Technology
Computer Science
Avatar of 許善淳.
Avatar of 許善淳.
Sales @Jin Mao Xi technology Inc.
2014 ~ 2016
1年以上
許善淳 網路工程師 台灣,新竹新埔鎮泰陽一街46號[email protected] 技能 數據分析 Python、R:爬蟲 / 資料探索 Deep LearningPytorch / AI模型訓練 金融證照 證券暨期貨市場發展會 - 證券商業務員 證券暨期貨市場發展會 - 期貨商業務員 金融研訓院 - 結構型商品銷售人員
Python
R
Linux
パートタイム / リモートワークに興味あり
4〜6年
交通大學
材料工程
Avatar of 顧少齊.
Avatar of 顧少齊.
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 ~ 現在
工程師
3ヶ月以内
顧少齊 設備專案工程師 Kaohsiung City, Taiwan 在部門中,我為封裝打線機台負責人角色,同時領導一支由大約10人組成的精英團隊。我的主要職責不僅限於確保機台運作的高效與可靠,還包括對於設備的定期維護與緊急修理,以防止生產中斷並最大化生產
Equipment repair and maintenance
Wire bonding process
Python
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
國立高雄科技大學 National Kaohsiung University of Science and Technology
電腦與通訊工程系
Avatar of 施冠宇.
Avatar of 施冠宇.
Data engineer @H2 Inc.
2021 ~ 現在
AI engineer, ML engineer, data scientist
3ヶ月以内
供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長庚醫院-AI core lab 六月三月 2021 【建置 AI 模型與應用】 - 利用 AI deep learning CNN models,解決醫療領域的問題 - 利用機器學習方法輔助解決醫療領域問題 - 搭配 Linux bash shell 幫助 AI 模型的運行 1. Corneal ulcer - 建立
Airflow
Docker
AWS
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
清華大學
動力機械工程學系
Avatar of 陳世芳.
Research Engineer
1年以内
Program in Artificial Intelligence From Taiwan Artificial Intelligence Academy 2021~2023 Patent Application TOPIC: A Robust Counting and Measurement Approach for Stacked Substrates Patents of of this work are approval by Taiwan Intellectual Property Office, Invention patentwas accepted in 30 Mar 2023, Utility patent ( Mwas accepted in AugOpenCV Official Training DEEP LEARNING WITH PYTORCH Focus on deep learning 2020 OpenCV Official Training COMPUTER VISION 2 Especially focus on face recognition and plate recognition 2020 Publish conference paper in the CVGIP 2020 TOPIC: A VISION-BASED PITCHER RELEASE POINT DETECTION SYSTEM, Hoster : NCTU, NTHU, and IPPR 2019 OpenCV Official Training COMPUTER
Computer Vision
Data Science
Deep Learning
就学中
Intern / リモートワークに興味あり
4〜6年
National Chiao Tung University
Computer Science
Avatar of 莊格維.
Avatar of 莊格維.
人工智慧研發工程師 @睿訊有限公司
2019 ~ 現在
1年以内
Ko-Wei Chuang Machine Learning Engineer Taipei City, Taiwan I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/ backend /service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning Work Experience Machine Learning Engineer • Revovision Ltd JulyPresent 1. use machine learning model to solve the internal requirements. 2. research deep learning and top pre-training models to help the company
Python
Django
tensorflow
フルタイム / リモートワークに興味あり
10〜15年
國立政治大學
資料科學

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3ヶ月以内
Master of Computer Science
New Taipei City, Taiwan
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Machine Learning Engineer
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National Chung Hsing University
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印刷


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
プロフィール


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