cv

Here is a brief overview of my background. For the complete CV, please click the PDF icon on the right.

Basics

Name Kuan-Ting Chen
Current position Research Engineer
Email andyngewcz2d@gmail.com
Url https://poppopting.github.io/

Work

  • 2024.06 - Now

    Abu Dhabi, UAE

    Research Engineer
    Mohamed Bin Zayed University of Artificial Intelligence
    Conducting research on extreme multi-label classification and efficient machine learning. Focused on accelerating LLM inference and enabling sparse computation for large-scale models.
    • Extreme Multi-Label Classification
    • Efficient Machine Learning
    • Sparse Operation
  • 2022.05 - 2024.03

    Taipei, Taiwan

    Data Scientist
    Yahoo Inc.
    Built data-driven discount and product selection systems. Increased revenue and profit margins through automation and A/B validation.
    • Optimal Campaign Discount Strategy
    • Automated Product Selection System
  • 2020.09 - 2022.04

    Hsinchu, Taiwan

    Machine Learning Engineer
    Taiwan Semiconductor Manufacturing Company (TSMC)
    Applied deep learning and computer vision to wafer manufacturing. Improved yield and efficiency through bias simulation and real-time defect classification.
    • StarGAN-Based Wafer Bias Simulation
    • Real-Time Defect Classification

Education

  • 2018.09 - 2020.06

    Taipei, Taiwan

    Master
    National Chengchi University
    Statistics
    • Mathematical Statistics, Natural Language Processing, Computer Vision
  • 2014.09 - 2018.06

    Taoyuan, Taiwan

    Bachelor
    National Central University
    Mathematics
    • Calculus, Linear Algebra, Probabilities and Statistics

Awards