Program courses: Python programming, machine learning, deep learning, natural language processing, image analysis, data mining.
Master thesis : Applying Meta-learning to AWA2 Dataset for Explainable AI
National Sun Yat-Sen University, 科學碩士（MS）, China and Asia-pacific Studies: Economics track, 2015 ~ 2017
Program courses: Econometrics, development of Chinese economy, financial management, international economy and globalization. Master thesis : The Empirical Study of Impacts on China’s Outward Direct Investment of RMB Internationalization
Web scraping and sentiment analysis of movie reviews
Coded a web scrawler in Python to obtain the movie reviews from the PTT, the biggest BBS forum in Taiwan and applied NLP model to the data.
Data visualization of COVID19 dataset
Presented the visualized dashboard of global confirmed cases and deaths
of corona virus through Tableau.
Kaggle Competition, Titanic: Machine Learning from Disaster
Coded in Tensorflow 2.0 to build the deep neural network on the Titanic
dataset and ranked top 6% in the competition.
YUSCO (E-Da Group), Sales representative, Jul 2017 ~ Oct 2018
1.Responsible for export business in Japan & Korea of the largest stainless-steel manufacturer in Taiwan, including arranging export schedules and relationship management with 5 customers for each area.
2.Communicated the quality issues of product with quality assurance engineers and tracked producing progress of manufacturing department.
3.Conducted the report of market analysis based on the monthly sales.