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.