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National Taiwan University
Controls/Software Engineer @CYTENA BPS2022 ~ Present
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Software Engineer / Backend Engineer
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6-10 years
National Taiwan University
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Computer ScienceProduct DEV Support Supervisor @Wiwynn2021 ~ Present
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PM/產品經理/專案管理
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4-6 years
National Taiwan University
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圖書資訊學系
Senior Digital Product Analyst (Digital Product Owner) @Melaleuca: The Wellness Company2021 ~ Present
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Product Manager
Within one year
Yung-Hsuan (Grace) Tien Taipei City, Taiwan Highlights ★ 7+ years’ experiences of building digital product from 0 to 1 and growing product engagement from 1 to 100. ★ 4+ years’ experiences of co-working with cross-functional international teams across 10 countries. ★ Digital product professional with multi-functional skills - Product/Project management, Scrum, UX design, Data Analytics, User research, Wireframe/Prototype, Digital Marketing, Digital Transformation, etc. ★ Own self-media with 2.4K+ followers, generating 400K+ affiliate revenue and 100+ leads per month, with deep understanding of
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
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Research and Experimental Psychology
Supply Chain Specialist @Tsaitung Agriculture2020 ~ Present
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Within one year
observe the environment carefully and make decisions promptly for reducing personal risk, also adapt the local custom fast in every respect. The information from internet is essential to learn and get well-prepared before I start any new journey, so I'm always so grateful to those contributors on Google Maps, Tripadvisor, and so on. But after the great pandemic of COVID-19, now I work in Taiwan and I really enjoy the time with my family and friends. While I'm still looking forward to the possibility of going anywhere. Please don't hesitate to
Full-time / Interested in working remotely
6-10 years
National Taiwan University
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Horticulture
Offline
Offline
Past
AI Project Coordinator @TSMC2020 ~ Present
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雲端工程師，雲端架構師
More than one year
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
Unemployed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
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Industrial EngineeringProject Manager / Audit Manager @RSM Taiwan2016 ~ Present
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財務主管/會計主管
More than one year
Employed
Full-time / Interested in working remotely
10-15 years
National Taiwan University
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AccountingSr Test Engineer @FOXCONN2003 ~ 2005
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Sr Project Manager
More than one year
管理碩士學分班UNLV Computer Science工作經歷 Project Team Lead ADLINK Technology Inc 五月PresentTaipei, Taiwan Manages multiple, small, medium to large-sized medical, transportation and defense projects. Responsible for assembling project plans and teamwork assignments, and coordination. Lead and drive core teams to meet or exceed project objectives such as Cost, Quality, Schedule and etc. • Leading and managing project management team, responsible on project development from concept to mass production, including RFP/RFQ, project evaluation, integration and execution for STD/ODM/OEM project. • Manage
Employed
Full-time / Not interested in working remotely
10-15 years
National Taiwan University
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管理碩士學分班 
Media Planning Assistant Manager @DAC_台灣迪艾思股份有限公司2023 ~ Present
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Account Manager
Within one month
managing client website layout, creating product landing pages, developing advertising materials and social media content, overseeing dashboard development, and integrating KOL projects. Executed client's new product launch with a minimum budget of 20 million over six months, coordinating KOL collaborations, advertorials, TV program placements, and paid advertising(FB, Google Ads, Taboola, LINE LAP). AprDec 2022 Senior Account Executive D.A.Consortium Inc. Client service, media planning, and account management. Cross-functional communication for performance control. (Facebook, Google, Yahoo) Performance reporting including data visualization and data-driven proposals. Maintained an average monthly
Employed
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Full-time / Not interested in working remotely
4-6 years
National Taiwan University
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Bachelor
Senior Software Engineer @Berry AI 華捷智能 2021 ~ Present
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Within one month
D3.js/ Vue.js/ three.js/ a-frame to build up couple of novel websites from scratch. Familiar with creating custom RWD framework via CSS. Great understanding of visualizing the data on the website via D3.js. Familiar with utilizing Google Analytics/ SEO to enhance the UX and the exposure. Proficient experiences in managing cross-browser compatibility issues. Self-motivated, organized, problem solving, passionate about coding and leaning innovative technology Skills Professional experience in - HTML, CSS, Javascript, vue, react, Git, Data Visualization, D3.js, python, nodejs
Full-time / Interested in working remotely
6-10 years
National Taiwan University
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multimedia
Product Line Manager @Ubiquiti Inc.2021 ~ Present
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Product Manager/ Program Manager
Within six months
Autumn S.C. Chung 7+ years of experience leading product management in the B2B/B2C SaaS platforms . Direct product line strategies of IoT devices, application platforms and fleet management. Work cross-functionally with teams to optimize onboarding, uncover user requirements and use data-driven insights to enhance customer satisfaction. Taipei, Taiwan [email protected] Ubiquiti’s UC-EV-Station and UC-EV-Station-Pro in North AmericaCruised the 1st Ubiquiti's E-boat on Keeling River in TaipeiLaunched WeMo's speed limited red-tag vehicles to enhance
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
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Job Search Progress
Professions
Data Scientist
Fields of Employment
Manufacturing
Work experience
6-10 years
Management
I've had experience in managing 1-5 people
Skills
Languages
English
・
Fluent
Job search preferences
Positions
雲端工程師，雲端架構師
Job types
Full-time
Locations
New Zealand, Australia
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
National Taiwan University
Major
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.