Natural Language Processing
I’ve most of my research experience involving Chinese language analysis. I’ve worked on projects about product review analysis, keyword extraction, and transformation of words to …
Server Management
With seven years of experience managing servers, I’ve had extensive experience from building and managing my private cloud, personal web/game server, company/school website to three-tier …
Distributed Computing
With two years of experience using Hadoop, I utilize and manage distributed high-performance computing machines to do Spark offline computing and simulation for both solid …
Virtual Environment
With four years of experience using Docker and Python Virtual Environments, most of my projects utilize virtual environments for consistency, stability, and reusability. Working for …
BU Suitability Scope Two Emission Analysis
A project for environmental sustainability reporting based on data analysis of BU office supplies consumption. The goal for the project is to explore the working supplies …
Computational Audio Project
A piano simulator with a phase vocoder that changes the pitch of your input file. This project is the very first personal project that I …
NLP Keyword Extraction and Ranking Project
A neural network algorithm that extracts topics from texts and highlights the relevant sentences while providing rank of the topics; also featured tag-based search. This …
Image Classification of COVID-19 X-rays
A machine learning project that uses VGG16, AlexNet and t-SNE visualization to classify COVID-19 chest X-ray images. 1.1 Introduction The coronavirus has become the most …
Traditional Chinese Medicine (TCM) Traceability Project
A big data platform that allows tracing supply chain of herbs used in TCM to ensure market reliability and improve supply chains. Led by the …
Urban Surveillance Project
A machine learning algorithm in Sun Yat-Sen University to assist Guanzhou Police Department that used high-definition surveillance cameras to identify people of interest. Once when …