CakeResume Talent Search

上級
On
4〜6年
6〜10年
10〜15年
15年以上
Avatar of the user.
Avatar of the user.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ 現在
Software Engineer
1ヶ月以内
Python
AI & Machine Learning
Image Processing
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立台灣大學
生物產業機電工程所
Avatar of the user.
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
1ヶ月以内
Python
R
Natural Language Processing (NLP)
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立政治大學(National Chengchi University)
資訊科學系
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
2020 ~ 現在
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
1ヶ月以内
Chun-Jung Huang mortis.huang@gmail.comNational Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing 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
Deep learning with TensorFlow
Translational Research
Clinical Research
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
National Chiao-Tung University
Ph.D. - Clinical Engineering
Avatar of Jacob Lee.
Avatar of Jacob Lee.
Senior Software Development Engineer @奔騰網路
2023 ~ 現在
資深後端工程師
1ヶ月以内
model to make the company’s private AI (Vector DB), or connecting to the API of public generative AI through prompt, or It uses golang and k8s api to create extensions, yaml or Terraform for automated deployment. 4. Use tensorflow's forests decision prediction to obtain some information, machine learning frameworks such as tensorflow and pytorch, and also use huggingface's lib to connect multiple models (self-study of basic AI or machine learning and other related knowledge), and also study google self attention model, etc. 5. Experience in using multiple clouds, and using Terrafrom to
C#
Python
AI & Machine Learning
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
臺灣國立空中大學
資訊管理學系
Avatar of Sourav Bhattacharya.
Avatar of Sourav Bhattacharya.
Senior Manager @Invenics
2023 ~ 現在
1ヶ月以内
Sourav Bhattacharya Product Development Leader | Generative AI & LLM Greater London, England, Great Britain sav.accharya@gmail.comhttps://www.linkedin.com/in/bhattacharyasourav/ As an accomplished Product Lead, I possess over a decade of experience in spearheading the development and management of innovative software solutions. My expertise lies in steering cross-functional teams towards the delivery of cutting-edge technology products that drive company growth and meet evolving market needs. My track record of success reflects my ability to skillfully lead and motivate teams through complex projects, achieving measurable
Product Development
Product Management
LLM
就職中
就職希望
フルタイム / リモートワークに興味なし
10〜15年
Haldia Institute of Technology
Computer Science
Avatar of 陳銘哲.
Avatar of 陳銘哲.
資料科學家 主任 @太古汽車集團_英屬維京群島商太古國際汽車股份有限公司台灣分公司
2022 ~ 現在
Data Scientist, Data Analyst, Machine Learning Engineer, Supply Chain Manager, Data Science Manager,
1ヶ月以内
陳銘哲 資料科學暨SEO工程師 Taipei City, Taiwan 我是陳銘哲,擅長溝通、熱愛學習,並且勇於嘗試新事物! 自從畢業後,我便投身於行銷領域進行深造。2021年,我開始自學大數據分析和Python語言,並持續不斷地學習新技術,參與多個資料科學相關的專案。 目前,我非常
SEO Optimization
SEO strategy
Google Analytics
就職中
就職希望
フルタイム / リモートワークに興味あり
6〜10年
麻省理工學院Massachusetts Institute of Technology
Data Science and Machine Learning
Avatar of 李懿哲.
Avatar of 李懿哲.
前端工程師 @Chimes AI, Inc.
2022 ~ 現在
前端工程師
1ヶ月以内
存巨量資料並優化檔案搜尋速度,民眾可以查詢到即時資料。並將人工操作流程數位化,打造一站式管理資訊系統,再搭配 AI 機器學習,準確率達80%,減輕人工涉入程度。 (團隊開發專案,框架使用 Vue 2, 前台 符合無障礙空間; 搭配 Vuetify 開發後台; 前台專案
HTML5
Sass
CSS3
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
Chung Hua University (CHU) 中華大學
資管
Avatar of Jeffrey Wang.
Avatar of Jeffrey Wang.
Past
Product Manager @Kono 美商知識能股份有限公司
2022 ~ 2022
Project Manager、PM、專案經理、UX、網站企劃、產品企劃
2ヶ月以内
王俊元(Jeffrey Wang) 產品經理健身房 |  音樂科技網 | Music Tech Alliance | wangefcn@gmail.com 超過 5 年軟體產品開發經驗,主要為網站、App 和桌機端的 B2C 服務,有 0~1 產品開發和 AI 演算法的實務經驗,待過音樂串流、AI 演算法開發和 Wi-Fi 智慧照護公司。 工作經歷 產品經理 2023年11
專案管理
軟體開發
Scrum Methodology
無職
就職を希望していません
フルタイム / リモートワークに興味あり
4〜6年
東吳大學
國際貿易
Avatar of Suwei Huang.
Avatar of Suwei Huang.
程式設計師 @中國附醫
2020 ~ 2021
軟體工程師
2ヶ月以内
習領域 發展 軟體工程師 e-mail: max761005@gmail.com kaggle:https://www.kaggle.com/suweigithub:https://github.com/suwei761005/DemoProject 個人網站:https://watsonimg.com 技能 AI/ML Python Scikit-learn Pandas Numpy Keras DNN、CNN(deep learning) web Html CSS Javascript Bootstrap JQuery Angularjs MSSQL ASP.NET MVC C# 版控 git svn 學歷 雲林科技大學, 學士學位, 電機工程, 2006/09
ASP.NET MVC
MSSQL
AngularJS
就学中
就職を希望していません
フルタイム / リモートワークに興味なし
6〜10年
雲林科技大學
電機工程
Avatar of the user.
Avatar of the user.
網站設計師 @安迪連網站設計工作室
2018 ~ 現在
Web Designer
2ヶ月以内
專案管理
WordPress
Web Design
就職中
就職を希望していません
フルタイム / リモートワークのみ
6〜10年
國立政治大學(National Chengchi University)
圖書資訊與檔案學研究所 碩士

最も簡単で効果的な採用プラン

80万枚以上の履歴書を検索して、率先して求人応募者と連絡をとって採用効率を高めましょう。何百もの企業に選ばれています。

  • 検索結果をすべて閲覧
  • 新しい会話を無制限に始められます
  • 有料企業にのみ履歴書を公開
  • ユーザーのメールアドレスと電話番号を確認
検索のコツ
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
無料プランでは公開済みの履歴書のみ利用できます。
上級プランにアップグレードして、CakeResume限定の何百万の履歴書など、すべての検索結果を閲覧しましょう。

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.
1年以上
AI project coordinator
Logo of TSMC.
TSMC
2020 ~ 現在
Hsinchu County, Taiwan
Professional Background
現在の状況
無職
求人検索の進捗
Professions
Data Scientist
Fields of Employment
Manufacturing
職務経験
6〜10年
Management
I've had experience in managing 1-5 people
スキル
Word
Google Drive
Excel
PowerPoint
Python
machine learning
Matlab
JAVA
c#
Project Management
Cross Functional Communications
AWS
言語
English
流暢
Job search preferences
希望のポジション
雲端工程師,雲端架構師
求人タイプ
フルタイム
希望の勤務地
New Zealand, Australia
リモートワーク
リモートワークに興味あり
Freelance
はい、私はアマチュアのフリーランスです。
学歴
学校
National Taiwan University
専攻
Industrial Engineering
印刷

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.  

Experiences 00 00@2x 504900dc09d82f711fdb54cf5763251cab5193a844856da978b2b8f3907ecd5a

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
Certification 
  • 2021 AWS Certified Solutions Architect - Associate <Link>
  • 2021 AWS Certified Cloud Practitioner <Link>
  • 2018 Udacity Nanodegree of Machine Learning <Link>
  • 2018 TSMC Machine Learning Talent Development Program


Hard Skills

  • Multi programming language coding and integrating skills: 
    1. Java, C#, C, VB.NET, SQL
    2. Python, MATLAB
    3. Microsoft Excel
  • Multimedia material design capability
    1. Adobe After Effect
    2. 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

Research Reports

  • Supervised Learning: Try to Figure Out What Makes a Wine Better Than Another? <Link
  • The Architecture of the Hybrid Cloud Based Machine Learning Model Center <Link>

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.

Resume
プロフィール

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.  

Experiences 00 00@2x 504900dc09d82f711fdb54cf5763251cab5193a844856da978b2b8f3907ecd5a

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
Certification 
  • 2021 AWS Certified Solutions Architect - Associate <Link>
  • 2021 AWS Certified Cloud Practitioner <Link>
  • 2018 Udacity Nanodegree of Machine Learning <Link>
  • 2018 TSMC Machine Learning Talent Development Program


Hard Skills

  • Multi programming language coding and integrating skills: 
    1. Java, C#, C, VB.NET, SQL
    2. Python, MATLAB
    3. Microsoft Excel
  • Multimedia material design capability
    1. Adobe After Effect
    2. 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

Research Reports

  • Supervised Learning: Try to Figure Out What Makes a Wine Better Than Another? <Link
  • The Architecture of the Hybrid Cloud Based Machine Learning Model Center <Link>

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.