Resume

Close

News Recommendation Website

React.js | Node.js | Redis | RabbitMQ | MongoDB | Python | Tensorflow

Personal latest news recommendation system.

• Designed a webpage using React and Node.js for users to login and view the latest news based on their preference
• Implemented a news fetcher to monitor and scrape latest news, dedupe the similarity, and store them in MongoDB
• Built a news topic classifier based on news title and description with Convolution Neural Networks (CNNs) over Tensorflow, and utilized this model for classifying news from the news fetcher
• Created a click event log processor to record users’ preference and provide news’ recommendation for users

Close

Face Generator

Deep Learning | Tensorflow

How will it be if we can arbitrarily change our facial attributes we like? Black hair? Blonde eyes? We built an interactive face generation system that can change different attributes we want!

• Built a face generator based on given attributes using Generative Adversarial Networks with CelebA dataset
• Utilized specialized Conditional GANs with mismatch loss to penalize real face images with wrong attributes
• Successfully changed face images with attributes and able to interactively refine image with different attributes

Demo

Close

Ongoing Project

Under construction...

Ongoing project. Coming Soon

• Description 1
• Description 2
• Description 3

Close

FB Graph Search

Html/CSS | JavaScript | AngularJS | PHP

FB graph search website

• Built a responsive website with search, pagination using Bootstrap and AngularJS on AWS Elastic Beanstalk
• Designed RESTful API to request JSON data from Facebook API and Google Geocoding API using PHP

Close

Phoneme Recognition System

Deep Learning | MATLAB

Chinese Mandarin Phoneme Recognition System.

• A recognition system for Chinese syllable and tone using MATLAB based on Deep Belief Network (DBN)
• Preprocessed raw data and extracted Mel Frequency Cepstral Coefficients and filter bank energies as the input data
• Utilized Restricted Boltzmann Machines to perform greedy layer-wise training and fine-tune the DBN model by conducting Wake-sleep algorithm
• Reached a nearly 92% accuracy on testing data

Close

FB Search iOS App

Swift

This mobile app can search people, groups, events, FB pages, places based on where you locate.

• Developed an iOS app with slide menu, collapsing table view, third-party modules and Facebook SDK
• Utilized Core Location framework for users to search nearby places based on their current location

Close