As a Software Engineer at INRIX, I develop Java and Python applications for GIS products and services that leverage big data and machine learning. I work with a team of engineers and data scientists to create innovative solutions for traffic management, road safety, and transport optimisation.I have a PhD in Computer Science from The University of Manchester, where I pioneered research on agent-based reasoning and machine learning in dynamic environments. I am passionate about applying my knowledge and skills to real-world problems that have a positive impact on society and the environment.