Portfolio

A showcase of projects that demonstrate the skills listed in my Curriculum Vitae.

Research

These projects have been developed either as a component of my own academic publications or in my capacity as a research assistant at James Cook University. See the documentation of each individual project for details on any related publications.

Charcoal Morphotypes

This system utilises convolutional neural networks and computer vision algorithms to automate the identification and morphology classification of charcoal particles within microscope imagery, contributing to the acceleration of labour-intensive particle analysis workflows.

Language Toolbox

Language Toolbox is a multi-language source code processing and analysis engine designed to power research projects and teaching tools. It provides core functionality for analysing the structure and execution of code, upon which user-facing tools can build higher-level features.

ClimateQuery

ClimateQuery is a tool for querying weather data obtained from the Australian Bureau of Meteorology. The tool allows researchers to extract data for specific weather stations and time periods, and then run queries to produce summarised data that is suitable for further statistical analysis.

Taxonomist

Taxonomist is a simple graphical tool to facilitate the workflow of manually categorising images into classes so that they can be used as training data for image classification algorithms. It is primarily intended for use by artificial intelligence and computer vision researchers.

Unreal Engine 4

These projects demonstrate my in-depth experience with the internals and build system of Unreal Engine 4, with a particular focus on automation for DevOps and data science. In addition, the ue4-docker project demonstrates my experience in using Docker to build and manage both Windows containers and Linux containers. The development of many of these projects was guided by the goals of the Unreal Engine For Research initiative. For additional details on these projects, see my accompanying series of articles.

ue4cli

Command-line interface for Unreal Engine 4

conan-ue4cli

Conan-based package management workflow for Unreal Engine 4

ue4-docker

Windows and Linux Docker containers for Unreal Engine 4

ue4-runtime

Container images for running packaged Unreal Engine projects via NVIDIA Docker

ue4-conan-recipes

Conan recipes for UE4-compatible builds of popular libraries

ue4-ci-helpers

UE4 Continuous Integration helper functionality

ue4-opencv-demo

Demonstrates integrating OpenCV with UE4 using conan-ue4cli

ue4-grpc-demo

Demonstrates a UE4-powered gRPC microservice using ue4-docker and conan-ue4cli

UE4Capture

In-Engine Audio and Video Capture Plugin

ue4-utils

Miscellaneous utilities for Unreal Engine 4 development

Utilities

These projects are primarily command-line tools or libraries which demonstrate my experience with a variety of languages and technologies.

mergetiff

Library and command-line tool to merge GeoTiff files using GDAL

docker-scipt

Run script files inside Docker containers using Unix shebang lines

lyx2docx

Convert LyX / LaTeX documents to DOCX with optional transforms

Game Jam Games

These projects are a series of short games developed for “game jam” events such as Ludum Dare and Global Game Jam. The games demonstrate my experience developing in both Unity3D and Unreal Engine 4. These projects have all been collaborative efforts with developers from 2Bit Studios.