Projects: Software Development
HeartBeat

HeartBeat
On-going
Live GitHub

Full-Stack Developer

An AI powered web platform connecting nurses with employers, offering mock interview, real-time chat and mapping functionality.

Next.js
TypeScript
Django
TailWind
GraphQL
CI/CD
PostgreSQL
BurnIt

BurnIt
iOS/Android
Demo GitHub

Full-Stack Developer

A mobile chatbot that tracks daily physical activity and calorie intake, and offers personalized recommendations with ChatGPT.

AI
React Native
Firebase
Redux
Node.js
Express.js
MongoDB
Atelier API Extension

Atelier API Extension
Scalable
GitHub

Back-End Developer

Designed and optimized an scalable API server and database to support an e-commerce application with millions of products.

Node.js
Restful API
Redis
Nginx
AWS EC2
PostgreSQL
Planny

Planny
iOS/Android
GitHub

Front-End Developer

A mobile application for plant enthusiasts and households to simplify and streamline plant care.

React Native
TypeScript
MongoDB
Firebase
Atelier

Atelier
User-Friendly
Demo GitHub

Front-End Developer

A user-friendly platform for online browsing and purchasing.

React
HTML5
CSS3
AWS
Node.js
Projects: Machine Learning
Machine Learning Algorithm Predictd Training Gain

Machine Learning Algorithm Predictd Training Gain
Shapelet Analysis
Online

First Author

By applying a novel shapelet analytical approach that allows for accurate and interpretable analysis of time series data, I discovered an acute, ECG-derived segment that predicted learning outcomes from a 6-week mental training. Published in Human Brain Mapping, 2021.

Python
Matlab
Machine Learning
App-Based Mental Training

App-Based Mental Training
Graph Theory
Online

First Author

By applying state-of-the-art neuroimaging, statistical, and computational modeling techniques to brain data, I found significant improvement in cognitive ability and brain connectivity from a 6-week mental training. Published in Neuroimage, 2022.

Python
Matlab
Graph Theory