工作經歷
Teaching Assistant • NCTU
二月 2021 - Present
Supported teacher in implementing curriculum with 50+ students.
Information Technology Intern • TSMC
七月 2020 - 九月 2020
Lithography machines' system maintenance and debugging with C++ code.
Integrated circuit anomaly detection by PCA and CNN models for lithography machines.
Teaching Assistant of Microprocessor • NCTU
九月 2019 - 六月 2020
Supported teacher in implementing curriculum with 50+ students.
學歷
University of Southern California
Computer Science
2021 - 2023
National Chiao Tung University
Mechanical Engineering
2018 - 2021
National Chiao Tung University
Computer Software Program
2018 - 2021
National Chiao Tung University
Mechanical Engineering
2014 - 2018
專案
Lung Cancer Cytology AI: Automatic Diagnosis Aid System with Cytologic Image Classification and Segmentation
Classified and marked lung cancer cells with classification and semantic segmentation models.
Baseball pitch type prediction using InceptionV3 and LSTM
We leveraged the LSTM to establish the relationship between features extracted from InceptionV3 with a short video clip as input and further classified pitch types.
We enhanced the total accuracy to 68.5%, while the original CRNN model has a total accuracy of 36.4%.
技能
Python PyTorch NumPy keras C C++ R HTML5 CSS3 JavaScript jQuery PHP PhpMyAdmin SQL Matlab Machine Learning Deep Learning Digital Image Processing Data Structures Object Oriented Programming Operating Systems Algorithms Statistics
語言
English — 專業 Japanese — 中階 Chinese — 母語或雙語
