Portfolio
Selected Work
A sample of problems solved across security, AI, and software. More available on request.
Red Queen
A live playground where evolution and reinforcement-learning algorithms, each built from scratch, compete on purpose-built games. You can watch every one of them think in your browser.
Deep dive →Scheme Weaver
Describe a system in plain English, or point it at a git repo, and Scheme Weaver models the architecture and keeps clean, interactive diagrams in sync with it.
Deep dive →
Expertrees
An open-source library for visualizing skill and knowledge hierarchies as interactive, traversable star maps — published for Vue, React, and Angular.
Deep dive →
Mackinations
The site you're on right now — designed and built from scratch as the home for this practice.
Deep dive →
Reptile
A mobile fitness tracking app for — built to eliminate friction and surface the metrics that actually matter.
Mirai Botnet Traffic Analysis
Honours thesis: built a virtual IoT lab to capture live botnet traffic, then proved that ML could detect attacks that Snort missed entirely.
Deep dive →
Insider Threat GANs
Master's thesis: trained a GAN to generate realistic insider threat data, solving the fundamental data scarcity problem in security AI.
Deep dive →Many projects are confidential. Get in touch and I'll walk you through relevant work.
Talk through your project →