Yang Liu

Django, Vue, Node, Python, MySQL, AWS

• Free Online questionnaire web built using Django framework, contained roles as admin and users. Realized the basic functions of mainstream questionnaire sites such as users login, register, creating, editing and deleting questionnaire.
• Developed architecture of this web, using Vue.js for the front-ent part, Node.js for the back-end part.

Scrapy, MongoDB, Machine Learnng, Modeling, Image Identification and Segmentation

• Implemented Scrapy framework for extracting more than millions housing price data and street view images from websites.
• Designed databased and optimized data structure, saved data into MangoDB.
• Improved rationality of Google Map street view scoring.
• Enhanced the accuracy of original predict model for the next three months with 20% using the same data.

Vue.js, Uni-App, Sketch, MangoDB, Ajax, WeChat WXML/WXSS/JS

• Led a project for developing WeChat mini-program("sub-applications" within the WeChat ecosystem, like website).
• Used language and technology same as HTML, CSS and JavaScript (repackaged by WeChat, called WXML, WXSS, JS).
• Implemented the UI by using Sketch and used Uni-App framework (Vue.js based) for project development.