Profile Details

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Hire DAN J.

Singapore

USD 100 /hr

Senior Software Developer, Data Scientist | AI and Smart Manufacturing

Profile Summary

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

Subject Matter Expertise

• ☆ 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

Services

• 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

Work Experience

Senior software developer

Silicon Labs

July 2013 - Present

Education

PhD

Singapore University of Technology and Design

August 2019 - Present

Masters of Science

Nanyang Technological University

August 2016 - August 2017

Bachelor of Engineering (Honours) Electrical and Electronics Engineering

Nanyang Technological University

July 2009 - July 2013

Certifications

• Cyber Security Foundation Course

  National University of Singapore

  April 2018 - Present

• Using Databases with Python University of Michigan

  Coursera Course Certificates

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

  November 2017 - Present

• Using Python to Access Web Data University of Michigan

  Coursera Course Certificates

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

  October 2017 - Present

• Python Data Structures University of Michigan

  Coursera Course Certificates

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

  September 2017 - Present

• Introduction to Data Science in Python University of Michigan

  Coursera Course Certificates

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

  September 2017 - Present

• Programming for Everybody (Getting Started with Python)

  Coursera Course Certificates

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

  September 2017 - Present

Publications

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. p. 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. p. 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. p. 197885--197895. Institute of Electrical and Electronics Engineers ({IEEE})