National Tsing Hua University (2020.9 - 2022.6)
M.S IN COMPUTER SCIENCE
• NLP Lab.
• GPA: 4.08/4.3
• Thesis Topic: Automatic Vocabulary Question Generation in Reading Comprehension
National Chengchi University (2013.9 - 2017.6)
B.S IN COMPUTER SCIENCE
Teaching Assistant in NLP Lab. Course @ NATIONAL TSING HUA UNIVERSITY (2021.9 - 2022.1)
• Design assignments in the field of NLP every week.
Software Engineer - Intern @ UNITED DAILY NEWS GROUP (2021.8 - 2021.11)
• Developed a Google Add-on to point out the wrong words and give advice.
Big Data Analysis Engineer - Intern @ DELTA ELECTRONICS (2020.8 - 2020.9)
• Extracted features for fake news detection and find out which one is useful for this task.
• Got Best Achievement Award of all interns.
Software Engineer - Full Time @ NEW KINPO GROUP (2018.3 - 2019.10)
• Speech Recognition - got 8% wer in Taglish and 9% wer in noise environment.
• Task-oriented Chatbot - got at least 99.6% accuracy on4-to-26 intends classification and called corresponding APIs to give users proper responses.
• Visual SLAM
Wikify
• Found the name entities needed to explain and link them to correct Wiki pages.
• Got 95.8% accuracy in link detector and have 99.1% accuracy in disambiguation.
Stock Mining
• Predicted daily value of TAIEX.
• Split data into 13 categories and classification method to predict.
• Got 22% accuracy in the first. However, after I add a rule which help me invest, I increase accuracy to 37%.
iOS APP
• Completed an APP which could help NCCU students to decide what to eat.
KDD CUP 2017
• Got top 4% (154/3582).
Guangdong Big Data Competition on Tianchi
• Got top 5% (136/2972).
• Recognized defective aluminum image by inception v4 model with some data augmentation.
President of Chinese Music Club
• Leaded our club to compete in Taiwan’s final.
• Organized many activities, included year performance, welcome activity with other school’s club, and accompaniment for a ceremony.
Programming
PYTHON, SHELL SCRIPT, C/C++, SWIFT, JAVASCRIPT, HTML, CSS
Frameworks and Tools
LINUX/UNIX, VIM, DOCKER, PYTORCH, KERAS, GIT, ETC.