Biography

Hi, I'm Kun-Yao Lin, currently pursuing a Master's degree in Electronics at National Taiwan University of Science and Technology, with a focus on parallel programming. During my university years, I worked on multimedia chip design and implemented Winograd convolution using Verilog. I also used Python for machine learning and data analysis.

I later worked as a backend intern, where I gained experience with web systems, AWS, and Docker, and then as a research assistant on data-driven analysis. I continue to explore parallel computing, graph algorithms, and practical software systems.

Graduate Student NTUST Electronic Engineering

Publications

Journal Papers

  1. 2D Winograd CNN Chip for COVID-19 and Pneumonia Detection
    YC Fan, KY Lin, YH Tsai
    Applied Sciences 12 (24), 12891, 2022

Conference Papers

  1. A Model-Based Convolutional Neural Network for Covid-19 and Related Lung Diseases Prediction with Graphical Interface Operation and Chip Design
    KY Lin, YH Tsai, YC Fan
    2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 1-4, 2021

Experience

Research Assistant

National Chengchi University

2022/9–2023/4

Used decision trees and DeepHit to identify causes of delay in last-mile logistics, organized relevant data, and presented results visually.

Backend Intern

Ruoshui

2022/1–2022/7

Created website APIs using AWS services such as S3 and EC2, and built connected development environments with Docker.