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National Taiwan University
Engineer II @SiFive2022 ~ Sekarang
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Dalam satu bulan
verify the correctness of clocks and hardware IPs Product Engineer SyntecGroup SepFebHsinchu , Taiwan Develop the motion trajectory control on laser cutting and laser marking machines Improve the gap tracking subsystem to control the tooling gap Provide total solutions to clients to build up the highly automated production line Education National Taiwan University Mechanical EngineeringNational Chung Cheng University Mechanical EngineeringSkills Programming Languages: C/C++, C#, Python, Shell Professions: OOP/Design Pattern, CI/CD Integration, Linux Kernel Certifications & Awards Coursera - Data Structures (UC San Deigo, SepCoursera - Algorithms (UC San Deigo, AugExcellent Work - ARM Design Contest (Sep
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National Taiwan University
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Mechanical Engineering
Product Manager @SPIN.FASHION, a lablaco company2021 ~ Sekarang
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Finance BachelorStaff Backend Engineer @RE:DREAMER Taiwan Co. Ltd2021 ~ Sekarang
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Software Engineer
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6-10 tahun
National Taiwan University
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Master of Science M.S. Computer Science
Software Engineer @CakeResume2022 ~ Sekarang
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Software Engineer
Dalam satu bulan
APIs with the frontend. RDAA, Microsoft Taiwan 6//2017 Contributed to the PowerPoint Online project, focusing on the feasibility study of replicating desktop app features in the web version, particularly the upload of GIF images. Wrote unit tests using Selenium, contributing to the robustness and reliability of the codebase. Utilized JavaScript and CSS to develop and enhance web application features, with a working knowledge of C#. Independently developed and implemented an interactive web-based game using HTML Canvas, incorporating Microsoft Cognitive Services for advanced facial and emotion detection. Educa...
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10-15 tahun
National Taiwan University
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Computer Science and Information EngineeringPast
AI Project Coordinator @TSMC2020 ~ Sekarang
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雲端工程師，雲端架構師
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Co-Founder & CEO @portto 門戶科技 | Blocto2019 ~ Sekarang
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Project Lead / Tech Lead / Team Lead / Technical Manager
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processing livestream efficiently and with low latency. Agoda, Fullstack Engineer, Jun 2016 ~ Mar 2017 Agoda is one of the world’s fastest-growing online travel booking platforms. Established in 2005, the start-up quickly expanded in Asia and was acquired in 2007 by Booking Holdings Inc. – the world’s largest seller of rooms online. I was in the team in charge of building and maintaining the frontend WebApp and backend of Agoda’s booking form. We used C# .Net for backend and Typescript and KnockoutJS for frontend. Yahoo!, Software...
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Electrical Engineering
Optimization Algorithm Engineer @Taiwan Semiconductor Manufacturing 台灣積體電路製造股份有限公司2020 ~ Sekarang
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Algorithm Designer
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such as GA, PSO with Chaos-based initialization, ACO and AFSA(Artificial Fish-Swarm Algorithm) to solve classic benchmark including TSP, assignment problem and bin packing problem. • Experienced in linear programming language such as OOP with Lingo / Cplex package. • Build a fuzzy inference system contains 10+ membership function in C#. • Implement Back Propagation Neural Network in C#. 工作經歷 Industrial Technology Research Institute (ITRI)(工業技術研究院, 工研院), Data Analyst & Optimization Analyst (2nd year), Dec 2017 ~ 現在 Focused on rein...
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Problem-Solving
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Latar Belakang Profesional
Status sekarang
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Tahap pencarian kerja
Profesi
Data Scientist
Bidang Pekerjaan
Manufaktur
Pengalaman Kerja
6-10 tahun
Management
Saya berpengalaman mengelola 1-5 orang
Keterampilan
Bahasa
English
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Fasih
Preferensi Pencarian Pekerjaan
Jabatan
雲端工程師，雲端架構師
Tipe Pekerjaan
Full-time
Lokasi
New Zealand, Australia
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Ya, saya adalah freelancer amatir.
Pendidikan
Institusi Pendidikan
National Taiwan University
Jurusan
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.