I was able to learn about computer languages and algorithms through education on Python and JavaScript programming languages at Samsung Software Academy for Youth. I later studied frameworks such as Django and Vue, and completed various projects, including:
- Movie Recommendation Service: I developed a service that recommends movies to users based on their viewing history using the movie data API provided by the Korean Film Council, and deployed it on Django and Heroku. I was responsible for backend development and algorithm design for this project.
- Livestock Industry Service using IoT: I created a service that provides livestock data using Raspberry Pi and Arduino. This service collected data using IoT devices and allowed users to view the data on the web. This project gave me the opportunity to expand my technology stack. I was responsible for database design using MySQL and frontend development using React for this project.
- User Recommendation Service using Big Data: I am currently working on this project, which recommends restaurants and provides a household accounting service based on restaurant reviews and user input. When a user enters the desired item, amount, and daily spending, the service provides recommendations based on similar users and spending amounts. I used MySQL, Python, and Django for this project.
- IoT Hackathon: I participated in an IoT hackathon held in Bucheon, where we developed a service that solved a social problem using IoT devices. During the two-day event, we created a black box using Raspberry Pi that captured video data based on the angle of an electric kickboard, sent the data to the server, and developed a service to help solve problems related to accidents. We used Python and C for this project.