Projects & Publications

GitHub

Storage of all university work done when undertaking my Masters

Other contributors:

A lot

Python

pytorch

Capstone project for graduation in conjunction with CSIRO's Data61. We attempted to build up a validation framework to compare Data61's computer vision-based motion capture system against the expensive VICON (stuffs you would see in 3D CGI)!

Other contributors:

Jayan Greenwood, Ernest Cheong, Phu Trinh

Python

pytorch

scikit-learn

We combined electronic health data and deep learning transformation of chest x-rays to enhance autonomous diagnosis of respiratory diseases. I was the principal researcher who came up with this idea, and coordinated/instructed the team for implementation.

Other contributors:

Clémence Mottez, Ivy Liang, Hans Hou, Qichi Liang

ROS

Python

C++

Linux

opencv

pytorch

mmcv

Project of Autonomous Systems Clinic (ELEN90090). Designed and implemented a robot that traversed a room to identify and take pictures of plant, using ROS, control theory and Deep Learning-based Computer Vision. 2nd earliest team to have working implementation, and won the best project video.

Other contributors:

Ernest Cheong, Phu Trinh

Python

Main project for AI Planning for Autonomy, where a bot was implemented to play the board game Yinsh. Ranked 8th out of 89 teams.

Other contributors:

Kuoyuan Li, Liam Saliba

C++

Arduino

Source code for Science Payload compartment of UniMelb Rover Team - Runner up of 2022 Australian Rover Challenge. Deprecated as URT is moving towards a new system next year.

Other contributors:

URT Science Team

opencv

numpy

University project of Computer Vision (COMP90086), where different methods were developed to get the most precise locations of each image inside the Getty Center. This implementation won at 4th place in the course's Kaggle Competition of 215 participating teams.

Other contributors:

Hoang Anh Huy Luu

Dash

numpy

pandas

scipy

HTML/CSS

An interactive website that uses SEIQHCDRO model to predict the outcome of COVID-19 Statistics, based on multiple input scenarios (A novel compartment model for analyzing and predicting COVID-19 outbreaks in Vietnam - 52nd World Union Conference on Lung Health; 8th Vietnam Lung Association Scientific Conference 2021).

Other contributors:

Hoang Anh Ngo, Dr. Thu-Anh Nguyen, 5F Team

Python

Scraped information from various websites of Vietnam Ministry of Health, to create datasets for COVID statisics in Vietnam.

Other contributors:

None

numpy

pandas

scikit-learn

University project of Machine Learning (COMP30027), where a model was developed to categorize the cooking duration of recipes. This implementation won the course's Kaggle Competition of 400 participating teams.

Other contributors:

Hong Hai Tran

numpy

pandas

xarray

pymech

Blender

nek5000

Paraview

Working with current data to retrieve computational information and simulate bushfire smoke flow, as part of a research project led by Professor Andrew Ooi (Entrainment and Mixing of Gravity Currents in a Stratified Ambient - 12th Australasian Heat and Mass Transfer Conference)

Other contributors:

None

R

shiny

Python

Using SEIQHCDRO model to predict the outcome of COVID-19 Statistics in Vietnam and build an interactive tool website. Project is no longer on development, as it is now moved to Python instead of R.

Other contributors:

Hoang Anh Ngo

Prolog

Using logic programming to solve the classic problems or card games

Other contributors:

None

Arduino

CAD

SolidWorks

C

LaTeX

Developed the final product for the 2020 WARMAN Robotic Competition

Other contributors:

Justin Lee, Ming Hao Yong, Nithin Daniel Sundram

C#

Unity

ShaderLab

HLSL

Photoshop

An FPS survival game in the COVID era, starting you as the manager

Other contributors:

Huy Luu, Long Nguyen, Angus Hudson

HTML/CSS

Bootstrap

JavaScript

React

Gatsby

GraphQL

This website itself, used as a protfolio extension to personal CV.

Other contributors:

None

Python

numpy

Major project of Artificial Intelligence (COMP30024), which purpose is to strategically create an AI agent that plays the custom board game Expendibots.

Other contributors:

Nicholas Wong

Python

numpy

pandas

Jupyter Notebook

Java

An analysis and prediction of the COVID-19 statistics in Vietnam, using a variety of Machine Learning and mathematical methods. Served as a model for the COVID-19 prevention operation by Vietnam Ministry of Health.

Other contributors:

Andrew Ngo, Nam Hoang

HTML/CSS

Bootstrap

JavaScript

React

Real-time statistics website of the COVID-19 situation in Australia, founded by students of Monash University.

Other contributors:

See GitHub source.

Python

Flask

HTML/CSS

Bootstrap

Bash/Shell

A website/repo that conatins a collection of safety measurement detections at public areas during COVID-19 pandemic. Served as a hackathon project in Vietnam.

Other contributors:

Andrew Ngo, Nam Hoang, Ha Vu

Golang

Ansible

Bash/Shell

A learning journal during internship at Momo that can be used as a guide for elements of introductory server learning, such as ssh conncection or Linux commands.

Other contributors:

None

Java

An extension of OOSD (SWEN20003) major game project, consisting of new elements, built-in cheat codes, hidden levels and a custom level generator.

Other contributors:

None

C

An upgraded version of ADS (COMP20003) AI Agent that plays the game of Pacman, which was applied with simple strategies and algorithms.

Other contributors:

None

HTML

Bootstrap

Self-built personal photography gallery using the Google Sites template.

Other contributors:

None