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On
4-6 years
6-10 years
10-15 years
More than 15 years
National Taiwan University
R&D Section Lead @興創知能股份有限公司(ThinkTron Ltd.)2019 ~ Present
・
PM/產品經理/專案管理
Within two months
李苑華 Yuan-Hua Li Taipei City, Taiwan [email protected] Project Managem en t / ESG / GIS / System Analyst ISO27001 Lead Auditor / Sustainability and Climate Risk / Hydraulic engineer A cross-domain information consultant. Has over 4-years experience in information project management, launched multiple 0 to 1 projects that cover experience across disaster prevention, hydraulic engineering and information system. Good at understanding requirements and controling project schedules and quality. Work Experience 2019/08 - Present PM Section Lead 興創知能股份有限公司(ThinkTron
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Ph.D. of Science in Engineering, Department of Bioenvironmental Systems Engineering
Sr Test Engineer @FOXCONN2003 ~ 2005
・
Sr Project Manager
More than one year
production, including RFP/RFQ, project evaluation, integration and execution for STD/ODM/OEM project. • Manage project assignment/priority/budget (cost control, BOM cost, MOH and RD cost spend) and forecasting. Making project judgment and provide contingency and mitigation plan for project issues. • People management (recruiting/training/mentoring) and oversee projects development and implementation and mentor to project managers on driving project results and accomplishing project milestones. • Report to BU/center head on project and team status. Consultant OC Baking Company 三月五月 2017Taipei, Taiwan Provide
Employed
Full-time / Not interested in working remotely
10-15 years
National Taiwan University
・
管理碩士學分班 Past
Team leader of Production Engineer @艾司摩爾2016 ~ 2023
・
資深工程師、技術主管、專案管理工程師、產品經理
Within three months
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Taiwan University
・
Mechanical Engineering
QC Associate Manager @Merck Group 台灣默克集團2024 ~ Present
・
Manager
Within one month
月一月 2024 ◉ Leaded Outer cap local supplier qualification that keeps stable supply for daily production. ◉ Leaded auto bottling assessment project inPhase 1 executed in◉ Supported the process validation of OLED ink to Taiwan site. ◉ Line engineer of Liquid Crystal Jumbo line (Team: 19 people) -Process improvement -Operation management Quality Assurance Engineer • Pioneer Material Precision tech 一月十二月 2021 ◆ Reliability and Quality project management Apple magnetic watch band Air pod pro Max internal component Huawei GT1>2 watch band ◆ Support Reliability Project and Quality control plan (Apple /Huawei
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Master of Biomedical Engineering
Analyst @Business Next Media Corp.2017 ~ 2019
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
., Digital Analyst, Sep 2019 ~ Jan 2021 • Established data tracking and data standards for ASUS online products & social platforms in 70 countries. • Employed ML algorithms to analyze consumer behavior and data visualization. Business Next Media Corp., Analyst, Jul 2017 ~ Jul 2019 • Achieved 76.6% revenue increase and 45% increase unit prices through strategic volume monetization. Education National Taiwan University, BS, Psychology, 2013 ~ 2017 Skills Data Solutions & Architecture Cloud Services: AWS cloud services & IBM cloud service Data Solutions: Data Lakehouse, ETL, Data Platform, Database Management, BI, Data security & Data Governance. AI : Generat...
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Psychology
Software Engineer @SmartNews2019 ~ Present
・
數據分析 / 資料工程
Within one month
is capable of building product from scratch. Extensive problem solving experience for data science/engineering, and familiar with transferring real problem into requirements and solution planning. A well-rounded engineer in data project who bridges the gap between scientists and engineers. A pragmatic and ownership driven person, experienced with gap analysis, migration plan and release management. Leader of documentation and process, mentor of junior engineers. Product-driven mindset, learning new tech. and use them to build side projects continuously (chatbot, blockchain, ..., etc.) Expertise fields: ML Ops / Data Engineering
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Computer Science
Consultant @TATA Consultancy Service (TCS)2023 ~ Present
・
Senior Software Engineer
Within one month
🏆 Institute for Information Industry Outstanding Employee of 2011 / 資策會102年度資優人員表揚 🏆 R&D100 Awards 2011 / R&D100 獲獎團隊 During the early stage of III, I was the main builder of the In-Snergy Energy Management Platform. The team starts with 4 people. I built the software part of the system from scratch to a whole platform, including system architecture, database design, software design/development, API server for external services, and mobile apps. Software design from backend Java system, to frontend
Employed
Full-time / Interested in working remotely
More than 15 years
National Taiwan University
・
Atmospheric SciencesEmployed
Full-time / Interested in working remotely
More than 15 years
National Taiwan University
・
Bachelor's degree in International businessPast
AI Project Coordinator @TSMC2020 ~ Present
・
雲端工程師，雲端架構師
More than one year
Unemployed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Industrial Engineering
Category Management Team Lead @Shopee2018 ~ Present
・
Project Manager
Within six months
118 people⠀ 端傳媒: One of the most well-known media crowdfunding projects in Asia, raising NT$6,099,132 from 3,245 people 十二夜 2 電影集資案 : The largest crowdfunding achieved for a movie project in Taiwan, raising NT$8,884,890 from 4,941 people Education National Taiwan University | Bachelor of Political Science |AIESEC Team Leader in Marketing Expansion Executed the first market expansion program in NTUST Attracted 230+ people to the seminar, with 25 attendees going on to join the program Be awarded with "The Best Team Leader" for 2 times Social
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Political ScienceThe Most Lightweight and Effective Recruiting Plan
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Unemployed
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.