I created a Python script to scrape millions of restaurant reviews from Wongnai and analyze psychological phenomena in real-world settings. Utilizing Beautiful Soup and Selenium, I gathered all the necessary data. Additionally, I also collected reviews from Tabelog, a Japanese restaurant review website, to compare review rating tendencies across different cultures.

I collaborate with developers using Agile and Scrum methodologies to create and launch features. I have gained experience in both front-end and back-end development through my involvement in a crypto exchange project, where I managed trading data and the back-office. This opportunity allowed me to understand the significance of the development process and work efficiently with a large team of developers and non-developers. I also had the chance to work on a DAO project, utilizing web3 libraries and interacting with smart contracts, further expanding my skills and knowledge.

In my initial professional experience, I picked up Ruby and Rails to assist in writing user registration and authentication with the Devise gem. I familiarized myself with test-driven development and the basics of RSpec testing. This provided a solid foundation for me to continue developing my skills and knowledge in software development.