Solutions must solve real problems, not showcase technology. Every model earns its place in a workflow before it earns its place in a slide.
Models and workflows have to be reliable, interpretable, and scalable. The fundamentals are what let an idea survive contact with production.
AI should enhance human decisions, not obscure them. Systems that work alongside the people using them: clear, accountable, useful.
Transforming business through AI audit, workflow automation, and AI tooling. End-to-end delivery across cloud infrastructure, agent pipelines, and intelligent process design.
more info →AI-driven analytics, risk scoring, and predictive systems for operational optimisation, built in partnership with the University of Essex. From research signal to production tooling.
more info →Intelligent gaming platform for cybersecurity education, powered by LLMs and supervised ML. Players navigate real-world threat scenarios through an interactive game interface.
more info →Interactive gaming tools for HR workflows. Designed and built end-to-end from product framing to deployment, including AR-powered onboarding experiences.
more info →Experimental gaming and interactive experiences. Built for exploration: 3D environments, visual design, and simulation without the AI layer.
more info →I design and build systems that move beyond theory into measurable, real-world impact. My projects range from predictive modelling and risk-scoring systems to LLM-powered workflows and intelligent automation frameworks.
Rather than treating AI as an isolated technology, I design systems that integrate seamlessly into existing processes, products, and decision environments.