Junior in NTHU DSPMT, with the double specialties of quantitative finance and computer science. Enthusiastic about web development and data science.
New Taipei City, Taiwan Personal Portfolio
Perform business analysis on a social enterprise, DiD HK, and propose a strategy to solve their issues regarding their lack of social influence and reputation.
Jan 2021 - Dec 2021
Perform data mining on the sales datasets of Pchome to find their pain point and research for the prospective customers as well as their buy-back cycles.
Sep 2020 - Jul 2021
Organize and host club-campaigns
March 2021 - Aug 2021
Organize the special courses of the camp, control the schedule, and design the programming course.
Jan 2022 - now
Frontend development with React.js and connect to the backend APIs.
Perform data mining on the sales data of Pchome. Find out the prospective consumers and their buy-back cycles through EDA, RFM Model, and collaborative filtering. Formulate solutions with valuable insights from the analysis of data.
Collect the scores on different dramas from different sites and the comments from Facebook and Dcard through web crawling techniques. Perform sentiment analysis on the comments with a self-trained deep learning model. The informations above and the statistical results are presented on a website made with Streamlit and Google Firebase.