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On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ 現在
・
Software Engineer
一個月內
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
國立台灣大學
・
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
一個月內
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
國立政治大學（National Chengchi University）
・
資訊科學系
曾任
Head Product Operation Manager - GAMES, Southeast Asia @OPPO Indonesia2021 ~ 現在
・
Project Manager, Product Operations, Product Support, Program Manager
一個月內
content model. I diversified content offerings and executed engaging promotional campaigns. Within the gaming sector, I contributed to OPPO's gaming ecosystem, fostering collaboration with game clients, as product manager enhancing the Game Center platform, and overseeing the incubation of online games from pre-order to release. AI and Graphics Expertise (AIGC): My profound interest in artificial intelligence, especially in graphics applications, led me to lead AIGC initiatives in SEA. Leveraging advanced AI tools like ChatGPT, Bard.ai , Midjourney, and Canva, as product owner I significantly reduced design requirements. My passion for AI extended
待業中
・
正在積極求職中
全職 / 對遠端工作有興趣
6 到 10 年
BINUS University
・
Computer Science
曾任
Electrical Section Head @Sayyed Engineers Limited2014 ~ 2016
・
Electrical and Electronics Engineer
三個月內
installation for a D-level simulator Recovery tasks for the oil cooler & calibrator test stands Recovery of Part task trainer simulator Projects Brief Development of a prototype project of Multi-function Display (MFD) for the Mirage Rose 3 variant Microcontroller-based project due to its compact Application in a Fighter Aircraft 6-dof Motion Platform of a Simulator (C130-H) Motion Algorithm Programming Data Acquisition system using National Instruments CompactRIO (LabVIEW FPGA Module) Development Project of T-56 Engine Testbed HMI Panel PLC-based Project using SIMATIC SSignal conditioning of data received from the Aircraft Engine MFI-17 Super Mushshak
待業中
・
正在積極求職中
全職 / 對遠端工作有興趣
6 到 10 年
University of Central Punjab
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Electrical and Power Transmission Installation/Installer, General智慧製造全端開發工程師 @聯華電子股份有限公司2022 ~ 現在
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AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Ai Application Engineer,Machine Learning Engineer,Deep Learning Engineer,Data Scientist
一個月內
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
元智大學 Yuan Ze University
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工業工程與管理學系所
數位金融產品經理 @台新國際商業銀行 TAISHIN BANK2022 ~ 現在
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AI專案導入/數位轉型規劃/數位金融平台維運
一個月內
楊明仁 目前任職於台新銀行生態圈發展部擔任數位金融產品經理。工作經驗包含了數位金融平台建置、產品顧問服務、AI專案執行、市場分析與策略規劃、數位分析工具應用。 除了學習不同領域的事物，我更擅長將過去的經驗整合，為企業做出貢
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
6 到 10 年
臺北市立大學 University of Taipei
・
Psychology & Counseling
曾任
Service Provider @Taron Solutions Limited2023 ~ 2023
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AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
一個月內
李慕全(MuChuan Li) 畢業於國立臺北科技大學資工所，研究領域為深度學習、電腦視覺、及影像處理。在學期間致力於應用電腦視覺技術解決交通問題，擁有多項產學合作的專案開發經驗，亦在電腦視覺領域中發表過多篇學術論文，主要研究主題包含物
待業中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
國立臺北科技大學
・
資訊工程
曾任
Data Engineer @Rooit Inc. (XO App)2023 ~ 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
一個月內
邱義塵 於獨角獸多媒體設計有限公司擔任 遊戲測試工程師一職 建立公司測試團隊的測試流程和撰寫自動化測試程式 SDET、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 城市，TW birsbear@gmail.com 工作經歷 獨角獸多媒體
待業中
・
正在積極求職中
全職 / 對遠端工作有興趣
6 到 10 年
中國醫藥大學(China Medical University)
・
臨床醫學研究所
OPC Chief Engineer @TSMC2020 ~ 現在
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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
一個月內
tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled 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
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
4 到 6 年
National Chiao-Tung University
・
Ph.D. - Clinical Engineering
老闆 @歐趴飲料店2012 ~ 2018
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AIOT開發工程師
一個月內
科技部計畫，畢業後在東海擔任兼任講師與計畫助理，短暫一年間有在皚霖資訊開發醫療軟體系統，後續與廠商配合開發AI軟體並加入至黑瘋科技，至今在黑瘋科技期間開發過IOS/ANDROID APP、WEB、2D/3D GAME、LINUX設備都有配合過AI做出創新應用。 AI軟體
就職中
・
正在積極求職中
全職 / 對遠端工作有興趣
6 到 10 年
Tunghai University
・
資訊最輕量、快速的招募方案，數百家企業的選擇
搜尋履歷，主動聯繫求職者，提升招募效率。
- 瀏覽所有搜尋結果
- 每日可無限次數開啟陌生對話
- 搜尋僅開放付費企業檢視的履歷
- 檢視使用者信箱 & 電話
搜尋技巧
1
嘗試搜尋最精準的關鍵字組合
資深 後端 php laravel
2
將須完全符合的字詞放在雙引號中
"社群行銷"
3
在不想搜尋到的字詞前面加上減號，如果想濾掉中文字，需搭配雙引號使用 (-"人資")
UI designer -UX
職場能力評價定義
專業技能
該領域中具備哪些專業能力（例如熟悉 SEO 操作，且會使用相關工具）。
問題解決能力
能洞察、分析問題，並擬定方案有效解決問題。
變通能力
遇到突發事件能冷靜應對，並隨時調整專案、客戶、技術的相對優先序。
溝通能力
有效傳達個人想法，且願意傾聽他人意見並給予反饋。
時間管理能力
了解工作項目的優先順序，有效運用時間，準時完成工作內容。
團隊合作能力
具有向心力與團隊責任感，願意傾聽他人意見並主動溝通協調。
領導力
專注於團隊發展，有效引領團隊採取行動，達成共同目標。
專業背景
目前狀態
待業中
求職階段
專業
數據科學家
產業
製造
工作年資
6 到 10 年
管理經歷
我有管理 1～5 人的經驗
技能
語言能力
English
・
進階
求職偏好
希望獲得的職位
雲端工程師，雲端架構師
預期工作模式
全職
期望的工作地點
New Zealand, Australia
遠端工作意願
對遠端工作有興趣
接案服務
是，我利用業餘時間接案
學歷
學校
National Taiwan University
主修科系
Industrial Engineering
Hsien-Chiang (John) Chiu
I'm an IT graduate student at the University of Auckland and major in hybrid-cloud application research. Was a senior data scientist with over nine years of experience in IC yield improvement. I coordinated IT, domain expert and data engineer to deliver high-reliability machine-learning-based solutions by Python, MATLAB and Java. Currently looking for a cloud-based client other than semiconductor manufacturing such as finance, retail, power control or consultant around the world. For me, I like to talk to people and understand what they really want. Travelling around the world and experiencing various cultures is my favourite after work.
Graduate Student at the University of Auckland
Hsinchu，TW
[email protected]
Work Experience
AI Project Coordinator, 2020 - 2021, 1 year, 6 months
Taiwan Semiconductor Manufacturing Company
@ Machine-learning-based DoE (Design of Experiments)
- Consult 10+ process recipe tuning projects in advanced technology (N3, N2, N1.4)
- Build up a machine-learning adoption framework to assist used OFAT to MFAT tuning.
Data Scientist. 2012 - 2019, 8 years 3 months
Taiwan Semiconductor Manufacturing Company
@ Machine Learning Solution Development
- Using OpenCV(C#), ImageJ (Java) and MATLAB for defect image identification by SVM and K-means, the solution provides a 100% defect identification rate and improves the cycle time from weekly to daily.
- Leverage scikit-learn (Python) to establish a random-forest-based real-time equipment tuning. This methodology showed a good result of reducing 50% direct labour shift (from 54 to 27) by improving the beam tuning success rate from 62% to 96%.
@ IT System Integration
In a machine learning project, I integrated multi-language kernels into a workable solution among Java, Python, C# and MATLAB.
@ Project Management
- Collaborate with IBM/SPSS to complete functionality-level verification for buyer reference.
- Host the university JDP (Joint Develop Project) to develop GDS weak point detection platform.
- Experience 10+ ML projects to tackle huge datasets from untreated to analyzable.
Education
Master of Information Technology
University of Auckland - New Zealand
2021 - current
To enrich the lake of the IT domain knowledge, I focus on establishing maintainable software and cloud implementations in the semiconductor and healthcare domains. During the first-year study, I've got my AWS Cloud Practitioner Citification and proposed a hybrid cloud solution for real-time production equipment tuning.
Master of Industrial Engineering
National Taiwan University - Taiwan
2008 - 2010
Mainly focus on machine learning algorithms study and semantic network construction for semiconductor manufacturing. In my master thesis, using coloured Petri nets (CPN) to model PVD (Physical Vapor Deposition) to seek a workable equipment process optimization.
Bachelor of Industrial Engineering
Yuan Ze University - Taiwan
2004 - 2008
Major in computer programming such as ASP.NET, Java, C# and host a website project to a personal income/expense management system which includes project management and client/server coding.
Skills, Certification and Awards
Soft Skills
- Well communicate and organize capability among stakeholders such as an executive secretary to host company internal workshop
Hard Skills
- Multi programming language coding and integrating skills:
- Java, C#, C, VB.NET, SQL
- Python, MATLAB
- Microsoft Excel
- Multimedia material design capability
- Adobe After Effect
- Microsoft PowerPoint
Awards
- TSMC 2020 Q2 division quarterly star
- TSMC 2020 4th machine learning competition - bronze award
- TSMC 2018 2nd machine learning competition - recognition award
- TSMC 2013, 2015, 2016 and 2018 department monthly star
Paper Publications
- Liangliang Sun; Luh, P.B.; Shian-Ching Chiou; Shi-Chung Chang; Jen-Hsuan Ho; Hsin
Yuan Chen; Ji-Lun Chen; Chang, J.; Hsu, S.; , "Efficient dual-armed cluster tool
performance via branch and cut optimization algorithm," Intelligent Control
and Automation (WCICA), 2011 9th World Congress on. (2011): 79-84. IEEE
Xplore. Web.
- Hsu, P. M., J. L. Chen, J. Chang, S. C. Chiou, J. H. Ho, S. C. Chang, L. L. Sun, P.B. Luh. 2010. "Design of Standard Modeling Process For Tool Sequencing Optimization Under Given Robot Control Logics". In Proc. of 2010 International Symposium on Semiconductor Manufacturing: 1-4.
Hsien-Chiang (John) Chiu
I'm an IT graduate student at the University of Auckland and major in hybrid-cloud application research. Was a senior data scientist with over nine years of experience in IC yield improvement. I coordinated IT, domain expert and data engineer to deliver high-reliability machine-learning-based solutions by Python, MATLAB and Java. Currently looking for a cloud-based client other than semiconductor manufacturing such as finance, retail, power control or consultant around the world. For me, I like to talk to people and understand what they really want. Travelling around the world and experiencing various cultures is my favourite after work.
Graduate Student at the University of Auckland
Hsinchu，TW
[email protected]
Work Experience
AI Project Coordinator, 2020 - 2021, 1 year, 6 months
Taiwan Semiconductor Manufacturing Company
@ Machine-learning-based DoE (Design of Experiments)
- Consult 10+ process recipe tuning projects in advanced technology (N3, N2, N1.4)
- Build up a machine-learning adoption framework to assist used OFAT to MFAT tuning.
Data Scientist. 2012 - 2019, 8 years 3 months
Taiwan Semiconductor Manufacturing Company
@ Machine Learning Solution Development
- Using OpenCV(C#), ImageJ (Java) and MATLAB for defect image identification by SVM and K-means, the solution provides a 100% defect identification rate and improves the cycle time from weekly to daily.
- Leverage scikit-learn (Python) to establish a random-forest-based real-time equipment tuning. This methodology showed a good result of reducing 50% direct labour shift (from 54 to 27) by improving the beam tuning success rate from 62% to 96%.
@ IT System Integration
In a machine learning project, I integrated multi-language kernels into a workable solution among Java, Python, C# and MATLAB.
@ Project Management
- Collaborate with IBM/SPSS to complete functionality-level verification for buyer reference.
- Host the university JDP (Joint Develop Project) to develop GDS weak point detection platform.
- Experience 10+ ML projects to tackle huge datasets from untreated to analyzable.
Education
Master of Information Technology
University of Auckland - New Zealand
2021 - current
To enrich the lake of the IT domain knowledge, I focus on establishing maintainable software and cloud implementations in the semiconductor and healthcare domains. During the first-year study, I've got my AWS Cloud Practitioner Citification and proposed a hybrid cloud solution for real-time production equipment tuning.
Master of Industrial Engineering
National Taiwan University - Taiwan
2008 - 2010
Mainly focus on machine learning algorithms study and semantic network construction for semiconductor manufacturing. In my master thesis, using coloured Petri nets (CPN) to model PVD (Physical Vapor Deposition) to seek a workable equipment process optimization.
Bachelor of Industrial Engineering
Yuan Ze University - Taiwan
2004 - 2008
Major in computer programming such as ASP.NET, Java, C# and host a website project to a personal income/expense management system which includes project management and client/server coding.
Skills, Certification and Awards
Soft Skills
- Well communicate and organize capability among stakeholders such as an executive secretary to host company internal workshop
Hard Skills
- Multi programming language coding and integrating skills:
- Java, C#, C, VB.NET, SQL
- Python, MATLAB
- Microsoft Excel
- Multimedia material design capability
- Adobe After Effect
- Microsoft PowerPoint
Awards
- TSMC 2020 Q2 division quarterly star
- TSMC 2020 4th machine learning competition - bronze award
- TSMC 2018 2nd machine learning competition - recognition award
- TSMC 2013, 2015, 2016 and 2018 department monthly star
Paper Publications
- Liangliang Sun; Luh, P.B.; Shian-Ching Chiou; Shi-Chung Chang; Jen-Hsuan Ho; Hsin
Yuan Chen; Ji-Lun Chen; Chang, J.; Hsu, S.; , "Efficient dual-armed cluster tool
performance via branch and cut optimization algorithm," Intelligent Control
and Automation (WCICA), 2011 9th World Congress on. (2011): 79-84. IEEE
Xplore. Web.
- Hsu, P. M., J. L. Chen, J. Chang, S. C. Chiou, J. H. Ho, S. C. Chang, L. L. Sun, P.B. Luh. 2010. "Design of Standard Modeling Process For Tool Sequencing Optimization Under Given Robot Control Logics". In Proc. of 2010 International Symposium on Semiconductor Manufacturing: 1-4.