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Avatar of Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Chun Shan, Wang [email protected] A skilled ML engineer with 5 years of experience in deploying NLP-based systems across various domains including education, e-commerce, and psychology. Proficient in service development, model lifecycle management, fine-tuning LLMs and BERT, and creating MLOps environments. Experienced in building ML services with model fine-tuned, API development, backend development with Python/FastAPI, and frontend development with React. Adept at enhancing product quality through CI/CD, Kubernetes, and performance testing. EXPERIENCE Data Engineer,now, TSMC Modernized Data Processing Infrastructure: Transitioned TSMC factories
MLOPS
Deep Learning
LLM
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
Avatar of 江易倫.
Avatar of 江易倫.
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
Within two months
江易倫 Data Scientist | Python | SQL | NLP | GenAI 具備5年以上程式撰寫能力,擅長Python、SQL與Linux 擅長資料清洗、分析與分類貼標 具有自然語言處理與研究經驗 大型語言模型LLM及生成式AI訓練與使用經驗 RAG技術使用與知識庫建立經驗 過往研究專案 中華電信智能標籤案
Python
SQL
NLP
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
資訊科學系
Avatar of 王家得.
Avatar of 王家得.
Past
Freelancer @Self-Employed
2023 ~ 2024
軟體工程師
Within one month
王家得 資深軟體工程師 擁有數據工程和全端軟體架構設計、開發實務經驗,具有ML與AI應用的基礎知識,致力於將AI落地於生活應用情境。擅長的程式語言和技術包括Python、Django、SQL、AWS、Docker、Vue.js。過往成就包括主導企業電子化與數據化專案、參與大型
python django
VueJS
Docker
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中山大學 National Sun Yat-Sen University
Information Management
Avatar of 郭泰君.
Avatar of 郭泰君.
資深軟體工程師 @Wistron ITS 緯創軟體股份有限公司
2022 ~ Present
資深軟體工程師
Within one month
郭泰君 資深軟體工程師 [email protected] 擁有多年的軟體開發經驗,專注於Web前後端系統開發和自動化工具設計,具備AI技術整合應用研究及實務經驗。 喜歡團隊合作、技術分享及研究新事物,保持積極與樂觀的態度面對一切挑戰。 Taichung City, Taiwan 工作經歷
JavaScript / ES6 / jQuery
Vue.js
Node.js / Express.js
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中興大學 (National Chung Hsin University, NCHU)
資訊管理
Avatar of 陳泓銘 Mike.
Avatar of 陳泓銘 Mike.
網站顧問/網站架設/文案寫手 @價值行銷個人工作室
2019 ~ Present
企劃、文案或編輯
Within one month
以為不同行業撰寫出合適的文案。 工作之餘,我不停地接觸學習心理學與文案寫作的資訊與課程,並且應用在工作上。比如NLP與行銷心理學,致力於成為 懂行銷具有同理心的文案寫手 。現在透過這項專業技能 ,正持續 幫助那些價值觀是:在獲得商
Word
PowerPoint
Email Marketing
Employed
Ready to interview
Part-time / Interested in working remotely
10-15 years
中國文化大學推廣教育部
Google關鍵字廣告課程
Avatar of Chihung Hsieh.
Avatar of Chihung Hsieh.
Past
Senior Data engineer @Constant Contact
2022 ~ 2024
Data Scientist
Within one month
Text-To-SQL models based on Salesforce’s latest research paper. Developed a chatbot to connect analyst requirements with client-defined table schemas. Algorithm engineer • JMEX. • JanuaryJuly 2018 Taiwan Interpreted feature engineer on time-series data with Kalman-filter and rule-based. Identified gym excises with user independent classifier. Ported matlab algorithm into C for arm-based MCU. EducationIllinois Institute of Technology Computational Decision Science and Operations Research NLP on social media Information retrival Machine learningNational Cheng Kung University Engineering Science Skills Python, Scala Machine learning MLops Cloud Computing Courese Chinese - Native English - Professional
Reinforcement Learning
Linear Regression
Machine Learning
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Illinois Institute of Technology
Computational Decision Science and Operations Research
Avatar of the user.
Avatar of the user.
Past
Senior Backend Engineer @iKala 愛卡拉互動媒體股份有限公司
2023 ~ 2024
Data engineer / Backend engineer / Software engineer
Within one month
Backend Development
Python
Go
Unemployed
Ready to interview
Full-time / Not interested in working remotely
6-10 years
國立成功大學
資訊工程
Avatar of the user.
Avatar of the user.
工程師 @中華航空公司 China Airlines
2015 ~ Present
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
Within one month
Python
C#
Git
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立台灣大學 National Taiwan University
電信工程學研究所
Avatar of 謝明翰.
Avatar of 謝明翰.
Past
後端工程師 @Canner (易開科技)
2023 ~ 2024
Senior Backend Engineer
Within one month
產品數據中台,專注於新功能開發、問題排查,並致力於優化團隊的開發流程。參與公司開源專案 accio 的 DSL parser 開發,負責開發 ChatGPT 自然語言獲取數據的 Plugin。 #Node.js #Typescript #Data Modeling #GraphQL 後端工程師 愛酷智能科技 AccuHit AI technology company 九月三月 2023 Taipei, Taiwan 主導團隊升級 PHP
Node.js / Express.js
Git-flow
Golang
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
東海大學 Tunghai University
資訊工程
Avatar of the user.
Avatar of the user.
全端工程師 @中冠資訊股份有限公司
2021 ~ Present
網站後端工程師
Within one month
Vue.js
Node.js / Express.js
k8s
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
清華大學 National Tsing Hua University
核子工程 nuclear engineering

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Within one month
工程師
Logo of 中華航空公司 China Airlines.
中華航空公司 China Airlines
2015 ~ Present
台灣桃園
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Data Engineer, .NET Developer, Python Developer
Fields of Employment
Aeronautics / Space
Work experience
6-10 years
Management
I've had experience in managing 1-5 people
Skills
Python
C#
Git
git
Matlab
MATLAB
PyTorch
Deep Learning
Machine Learning
Tensorflow
Java
JavaScript
HTML/CSS
Docker
nature language processing
Computer Vision
DSP
Azure
Azure DevOps
Languages
English
Fluent
Japanese
Intermediate
Job search preferences
Positions
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
Job types
Full-time
Locations
台灣桃園, 台灣新竹市, 台灣新竹縣, 台灣台北
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學 National Taiwan University
Major
電信工程學研究所
Print

Ron Liang

Software Engineer 

[email protected]

0932-136-794

  Taoyuan City, Taiwan

Software Engineer, China Airlines

A dedicated Software Engineer with extensive experience in .NET development and AI. 

Skilled in web development using VB and C#, as well as in-depth knowledge of AI, data analytics, natural language processing, computer vision, and deep learning model training and operations using Python. Committed to delivering innovative solutions and contributing to the advancement of technology in the aviation industry.

 

Work Experience

Engineer | China Airlines 

April 2015 – Present

  • .NET Software Development & Web Development: Developed and maintained robust web applications using VB and C#. Ensured high performance and responsiveness to requests from the front-end.

  • Artificial Intelligence: Implemented AI solutions for various projects, enhancing operational efficiency and customer experience.

  • Data Analytics: Analyzed large datasets to derive actionable insights, aiding in strategic decision-making processes.

  • Natural Language Processing (NLP): Developed NLP models to improve communication interfaces and automate text analysis.

  • Computer Vision: Applied computer vision techniques to automate image recognition tasks, improving the accuracy and speed of visual data processing.

  • Deep Learning Model Training and Operations: Built and trained deep learning models using Python, optimizing performance through continuous training and validation.

Education

National Taiwan University

Master’s Degree in Communication Engineering   •  2020 - 2024

  • Relevant Courses:
    • DSP Series: Time-Frequency Analysis and Wavelet Transform, Advanced Digital Signal Processing
    • AI Series: Machine Learning, Deep Learning in Computer Vision, Deep Learning in Medical Imaging, Data Science, AI and Security Seminar
    • Master’s Thesis: Swin Transformer for Pedestrian and Occluded Pedestrian Detection 



National Chengchi University

Bachelor’s Degree in Management Information System  •  2009 - 2014


Projects

AI-Based Customer Service Chatbot

December 2019 - January 2021

Intelligent Customer Service Quality Inspection 

  • Developed a quality inspection workflow to analyze and verify customer service recording voice data. The workflow involves several stages, including audio preprocessing with our model, which is fine-tuned from OpenAI Whisper v2, keyword detection, text quality inspection with GPT-4.0, and summarization analysis.
    • Workflow Steps:
      1. Audio Preprocessing: Analyzing audio files, separating customer service tracks, complete sentence detection and segmentation, training STT models.
      2. Keyword Detection: Extracting core keywords and conducting semantic analysis.
      3. Text Quality Inspection: Using few-shot prompting for summarization and essential information extraction.
      4. Quality Inspection Results: Providing comprehensive analysis and results for integration tests, GUI tests, and unit tests.
    • Impact: Enhanced the efficiency and accuracy of quality inspections, leading to more reliable and insightful results.

June 2023 - June 2024

Automated Container Inventory System

  • Developed a system that takes photos of the container's exterior, automatically recognizes the container number attached to it, and enters it into the inventory system. Reduced manual inventory time by 60%.

December 2023 - June 2024

Skills


  • Programming Languages: VB, C#, Python
  • Frameworks & Tools: .NET, TensorFlow, Pytorch
  • Technologies: AI, NLP, Computer Vision, Data Analytics
  • Software Development: Web Application Development, API Integration, Database Management
  • Other: Problem Solving, Team Collaboration, Agile Methodologies

Languages


  • Mandarin: Native
  • English: Proficient
Resume
Profile

Ron Liang

Software Engineer 

[email protected]

0932-136-794

  Taoyuan City, Taiwan

Software Engineer, China Airlines

A dedicated Software Engineer with extensive experience in .NET development and AI. 

Skilled in web development using VB and C#, as well as in-depth knowledge of AI, data analytics, natural language processing, computer vision, and deep learning model training and operations using Python. Committed to delivering innovative solutions and contributing to the advancement of technology in the aviation industry.

 

Work Experience

Engineer | China Airlines 

April 2015 – Present

  • .NET Software Development & Web Development: Developed and maintained robust web applications using VB and C#. Ensured high performance and responsiveness to requests from the front-end.

  • Artificial Intelligence: Implemented AI solutions for various projects, enhancing operational efficiency and customer experience.

  • Data Analytics: Analyzed large datasets to derive actionable insights, aiding in strategic decision-making processes.

  • Natural Language Processing (NLP): Developed NLP models to improve communication interfaces and automate text analysis.

  • Computer Vision: Applied computer vision techniques to automate image recognition tasks, improving the accuracy and speed of visual data processing.

  • Deep Learning Model Training and Operations: Built and trained deep learning models using Python, optimizing performance through continuous training and validation.

Education

National Taiwan University

Master’s Degree in Communication Engineering   •  2020 - 2024

  • Relevant Courses:
    • DSP Series: Time-Frequency Analysis and Wavelet Transform, Advanced Digital Signal Processing
    • AI Series: Machine Learning, Deep Learning in Computer Vision, Deep Learning in Medical Imaging, Data Science, AI and Security Seminar
    • Master’s Thesis: Swin Transformer for Pedestrian and Occluded Pedestrian Detection 



National Chengchi University

Bachelor’s Degree in Management Information System  •  2009 - 2014


Projects

AI-Based Customer Service Chatbot

December 2019 - January 2021

Intelligent Customer Service Quality Inspection 

  • Developed a quality inspection workflow to analyze and verify customer service recording voice data. The workflow involves several stages, including audio preprocessing with our model, which is fine-tuned from OpenAI Whisper v2, keyword detection, text quality inspection with GPT-4.0, and summarization analysis.
    • Workflow Steps:
      1. Audio Preprocessing: Analyzing audio files, separating customer service tracks, complete sentence detection and segmentation, training STT models.
      2. Keyword Detection: Extracting core keywords and conducting semantic analysis.
      3. Text Quality Inspection: Using few-shot prompting for summarization and essential information extraction.
      4. Quality Inspection Results: Providing comprehensive analysis and results for integration tests, GUI tests, and unit tests.
    • Impact: Enhanced the efficiency and accuracy of quality inspections, leading to more reliable and insightful results.

June 2023 - June 2024

Automated Container Inventory System

  • Developed a system that takes photos of the container's exterior, automatically recognizes the container number attached to it, and enters it into the inventory system. Reduced manual inventory time by 60%.

December 2023 - June 2024

Skills


  • Programming Languages: VB, C#, Python
  • Frameworks & Tools: .NET, TensorFlow, Pytorch
  • Technologies: AI, NLP, Computer Vision, Data Analytics
  • Software Development: Web Application Development, API Integration, Database Management
  • Other: Problem Solving, Team Collaboration, Agile Methodologies

Languages


  • Mandarin: Native
  • English: Proficient