プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

DAN J.に依頼

Singapore

Senior Software Developer, Data Scientist | AI and Smart Manufacturing

プロフィール概要

industry 4.0, AI and Smart Manufacturing, Large scale automated data processing system, Predictive models, Yield optimization and process inverse design, Manufacturing resource management

専門分野

• ☆ Electrical Engineering
• ☆ Semiconductors
• ☆ Software Engineering
• ☆ Industrial Engineering
• ☆ Manufacturing
• ☆ Manufacturing Optimization
• ☆ Automation
• ☆ Manufacturing Automation
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Management
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Production & Operations Management
• ☆ Python
• ☆ SQL
• ☆ Tensorflow
• ☆ LaTex
• ☆ Scikit-learn
• ☆ Supply Chain & Logistics
• ☆ Software Development

サービス

• Consulting
• Data & AI
• Product Development

Consulting Operations Consulting, Scientific and Technical Consulting, Manufacturing Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Manufacturing

職務経験

Senior software developer

Silicon Labs

7月 2013 - 現在

学歴

PhD

Singapore University of Technology and Design

8月 2019 - 現在

Masters of Science

Nanyang Technological University

8月 2016 - 8月 2017

Bachelor of Engineering (Honours) Electrical and Electronics Engineering

Nanyang Technological University

7月 2009 - 7月 2013

認定資格

• Cyber Security Foundation Course

  National University of Singapore

  4月 2018 - 現在

• Using Databases with Python University of Michigan

  Coursera Course Certificates

  https://www.coursera.org/account/accomplishments/verify/E82ULJL6DMUF

  11月 2017 - 現在

• Using Python to Access Web Data University of Michigan

  Coursera Course Certificates

  https://www.coursera.org/account/accomplishments/verify/YRJRUYPD2UH9

  10月 2017 - 現在

• Python Data Structures University of Michigan

  Coursera Course Certificates

  https://www.coursera.org/account/accomplishments/verify/VS3W7Z7EA7ED

  9月 2017 - 現在

• Introduction to Data Science in Python University of Michigan

  Coursera Course Certificates

  https://www.coursera.org/account/accomplishments/verify/DEKWYQA6NHVD

  9月 2017 - 現在

• Programming for Everybody (Getting Started with Python)

  Coursera Course Certificates

  https://www.coursera.org/account/accomplishments/verify/WL9KPAJQPLJA

  9月 2017 - 現在

出版物

JOURNAL ARTICLE

Dan Jiang, Weihua Lin, Nagarajan Raghavan(2021). Semiconductor Manufacturing Final Test Yield Optimization and Wafer Acceptance Test Parameter Inverse Design Using Multi-Objective Optimization Algorithms . IEEE Access. 9. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 137655--137666. Institute of Electrical and Electronics Engineers ({IEEE})

Dan Jiang, Weihua Lin, Nagarajan Raghavan(2021). A Gaussian Mixture Model Clustering Ensemble Regressor for Semiconductor Manufacturing Final Test Yield Prediction . IEEE Access. 9. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 22253--22263. Institute of Electrical and Electronics Engineers ({IEEE})

Dan Jiang, Weihua Lin, Nagarajan Raghavan(2020). A Novel Framework for Semiconductor Manufacturing Final Test Yield Classification Using Machine Learning Techniques . IEEE Access. 8. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 197885--197895. Institute of Electrical and Electronics Engineers ({IEEE})