Aaron Royan Aaron Royan

A full-scale warehouse management system, built from scratch for the company’s core workflows.

Warehouses run on accuracy: knowing what’s in stock, where it lives and what needs to move next. I built A Shade Greener’s warehouse management system from a blank repository to handle those core workflows.

Route-matrix optimisation that plans engineers’ routes more efficiently.

Every extra mile between jobs is time an engineer isn’t on site. The approach: build a matrix of travel costs between every pair of stops, then search for the visiting order that keeps the total as low as possible — the same idea running live at the top of this page.

A job management system for the off-site roofing team.

Software for people whose workplace is a roof, not a desk. Alongside it I maintain and extend the rest of the company’s software — fixes, new features and continuous improvements — on k3s clusters across development and deployment.

A wearable that reads mental fatigue from brain signals.

I designed a wearable bio-sensing system combining EEG (the brain’s electrical activity) and fNIRS (blood oxygenation) for mental-state analysis — then built the pipeline that turns noisy raw signals into predictions: artifact removal, feature extraction and machine-learning fatigue classification, tested on real-world data.

Working backwards from a language model’s output to the prompt that produced it.

Given an original text and a version rewritten by a large language model, can you recover the instruction it was given? Prompt recovery was the specialist focus of my MSc in Artificial Intelligence and Adaptive Systems: reverse-engineering intent from text.

A machine-learning launch programme that lifted client profits by 7%.

I led the design and deployment of a new launch programme, integrating machine-learning models with scalable APIs. Alongside it I built full-stack web apps for real-time data analysis and decision-making, working in cross-functional agile teams on tight timelines.