Junior Ranger AI Mini Challenges
A mobile-friendly web app where children in Years 4 to 7 complete short outdoor challenges by taking a photo and getting simple, AI-assisted feedback.
Projects
Buzz
A discussion forum web app with groups, admin announcements, notifications and a load balanced AWS deployment.
Clustering and Disaster Message Classification
Clustering bike-share data and fine-tuning BERT models to classify disaster messages, plus fine-tuning a small language model for question answering.
Coupon Acceptance Prediction
Predicting whether drivers will accept in-vehicle coupon offers using decision trees, logistic regression and neural networks.
Cyber Risk Assessment & Incident Response Plan
A cybersecurity risk assessment and incident response plan for a real organisation.
AI-Assisted Marking: Digital Business Proposal
A group business proposal to QUT leadership on bringing in an AI-assisted marking and feedback tool for written coursework.
TCP SYN Flood Analysis and Mitigation
A group network security report that analysed a packet capture of a TCP SYN flood attack and recommended ways to defend against it.
Wizards Inc
A VR office job game with a twist: you have elemental powers.
Turtle Warriors
A third-person educational game about the challenges sea turtles face, told through minigames.
Necro Ascent
A single-player first-person dungeon crawler where weapon abilities carry you through each floor.
Etsky's Combat Addon
A World of Warcraft 3.3.5a addon suite with swing, ranged, leash and resource trackers controlled from one settings menu.
WoW: Forever Addons
A swing timer port for WoW: Forever, shelved once the base game turned out to include the feature.
Unity RPG (working title)
A third-person RPG in Unity with multiple races and classes, a skill tree and fluid, on-the-move combat.
Beyond All Reason 2v2 Map
A custom 14x14 Beyond All Reason map built around two contested mountain passes.
loxton.dev Portfolio & Blog
My personal portfolio and blog, where project pages also show related updates.
E-Health IT Traineeship
A 375-hour IT traineeship doing basic IT support in a digital health setting.