Dance Move Analysis Wearable
Capstone Project
Designed a wearable that can detect the dancer’s relative position, classify dance action, calculate synchronization delay among the dancers and analyze the movements
Python, Socket Programming
https://github.com/CoderStellaJ/CG4002-Capstone-Project
Big Data Analysis
Big Data Systems for Data Science
Analyzed big data for recommendation and implemented k-means algorithm in big data systems
Scala, Python, Hadoop, Spark
https://github.com/CoderStellaJ/CS4225-Big-Data-System-Assignment
TreasurerPro: Club Management App
Software Engineering
Developed a desktop application for school club with the functionality of expense tracking, reimbursement recording, member information registration, inventory control and bazaar sales management
Java, JUnit, JavaFX
https://github.com/AY1920S1-CS2103T-T13-3/main
https://ay1920s1-cs2103t-t13-3.github.io/main/
TumpangMePlease: Carpooling Web App
Database Systems
Constructed a full stack web application for ridesharing with a specially designed relational database
SQL, Python, Flask, HTML, CSS
https://github.com/DriverUncle/TumpangMePlease
ARM-like Processor
Computer Architecture
Implemented an ARM-like processor on FPGA and tested using ARM assembly language
Verilog, ARM assembly language
Voice Guidance for Blind People
Machine Learning
Built a prototype based on YOLOv3 to detect and classify obstacles in real time and output audio guidance for the user
Python, Deep Learning
https://github.com/CoderStellaJ/CS3244-ML-Project
FPGA-Based Music Player
Digital Design
Programmed FPGA to be a music player
Verilog, Vivado
Robotic Maze Solver
Computer Engineering Principles
Designed circuits for obstacle detection and programmed the robot to solve the maze
Circuit Design