Twitch Recommendation Engine

A Personalized Twitch Resuources Recommendation Engine

Oct 2020 – Dec 2020 | https://github.com/yifanliu98/TwitchRecommendationEngine

• Designed and built a full-stack web application for users to search twitch resources (stream/video/clip) and get recommendations

• Built a web page with rich + user friendly experience using React and Ant Design

• Implemented RESTful APIs using Java servlets, retrieved real Twitch resources using Twitch API and stored data in MySQL

• Support login/logout and favorite collection

• Explored multiple recommendation algorithms and extracted game information from Twitch resources to implement a Content-based algorithms

• Deployed the service to AWS EC2 for better stability

VanEat: A Food Web Application (React + Express)

Web-based Information Systems (CMPT 470), SFU

May 2020 – Aug 2020 | https://github.com/yifanliu98/VanEat

• Managed authentication to allows login with Google and Facebook by Passport Js

• Used AWS s3 and MySQL to store images and all data

• Applied jQuery to manage backend events and animations

• Deployed in a Docker container to package up the application in a production-ready way