New Taipei City, Taiwan
◉ 3+ year Python
◉ SQL and ORM experiences
◉ Familiar with open source API
◉ Experience in using AWS, GCP
◉ Experience in using LINUX and shell
◉ TOEIC 900+
◉ Solution provider and self-motivator
Decided to turn into software industry after 2 years of
The experience makes me interesting in data processing,
and back-end engineering.
Relationship between the emotions of a big chat group and the Taiwan stock
index Neural Network Model and predict future stock index
2020 - 2022
2013 - 2017
2013 - 2017
Jun. 2018 - July 2020
In charge of advertisement, propaganda material, and any activities related to marketing
Redfin data collection (Jan. 2021 ‒ Jun. 2021 )
◎ Helped Yi-Lin Tsai, the assistant professor of University of Delaware.
◎ GCP services such as virtual machines environment set-up, API applying and using.
◎ Scraping/automation framework: Selenium, BeautifulSoup. Multithreading
◎ Data cleaning framework: Pandas, Numpy.
GPT2 title generator (Mar. 2021 ‒ Jun. 2021 )
◎ Fine-tuning GPT2 as a generator of movie titles with the movie description as the input context.
◎ A flask backend and simple front-end system are built to present our results.
YouTube comment sentiment detection (Nov. 2020 ‒ Jan. 2021 )
◎ Youtube comments are collected using such as Selenium and BeautifulSoup.
◎ The collected data is used to train a sentiment classifier (SVM and Naïve Bayes).
Listoo! Backend (Sep. 2020 ‒ Dec. 2020 )
◎ Develop the web backend with Flask and SQL.
◎ Deploy RESTful API with Heroku.