- course project for CS231N (Convolutional Neural Network for Visual Recognition) at Stanford University.
- recognized 97 types of fruits and vegetables with a custom convolutional neural network (CNN), transfer learning, and ensembles of CNNs
- implemented an adversarial attack using the Fast Gradient Sign Method (FGSM)
- additionally, the notes I compiled on adversarial attacks have been incorporated into the official course notes for CS231N
Realtime Recognition of Chinese Number Hand Gestures (Spring 2021)
- course project for CS231A (Computer Vision) at Stanford University
- a pipeline was developed to perform real-time recognition for Chinese Number Hand Gestures
- built with Microsoft Kinect, OpenCV, TensorFlow and Python
- incorporated techniques from segmentation, smoothing and deep learning
Funded on Kickstarter.com? (Fall 2020)
- course project for CS221 (Artificial Intelligence) at Stanford University.
- this project marked my first attempt to gain insights from real-world data
Eatit (Spring 2016)
- course project for CS411 (Database Systems) at UIUC.
- a Food-sharing platform built with PHP, MySQL and jQuery.
- advanced functions include live chat and a recommender system. More info here.
WatChat (Spring 2016)
- a real-time public chat room built with Node.js, Express.js and Socket.io
Bowling Jackpot (Fall 2015)
- a browser game using Bootstrap, jQuery, HTML5 web storage and CSS3 animation
Markit Medical (Summer 2015)
- MVP of an online platform for locating high-quality healthcare providers nearby and scheduling appointments
- designed a "no-result" page; fixed some cross-browser compatibility issues
- used by the company from May to August 2015
E-Orange Networks (Summer 2014)
- 1st version of the official website of E-Orange Network, a Shanghai-based Internet Service Provider (ISP)
- built with BizGroup, a HTML5 template
- used by the company from June, 2014 to early 2015; permission acquired
Kiddo Attacks! (Spring 2013)
- my band's website; designed by me, powered by douban.com