Three years shipping .NET and Angular systems in production. Currently researching AI and autonomous software at the University of Aberdeen.
Production .NET Core platform that ingests IoT energy data, runs ML.NET predictive models, and surfaces anomalies in real time.
Smart bin and route optimisation platform combining IoT sensors, GIS mapping, and predictive waste-volume modelling.
Web and mobile HR system covering the full employee lifecycle: payroll, attendance, KPI tracking, and analytics.
An MSc dissertation on AI-integrated autonomous software — extending patterns from production systems like EMOS and IWMS into agent-based architectures that can decide, not just predict.
What I shipped, what I learned at Aberdeen, and one thing worth reading. Sent on the first Sunday of each month.