Introduction Sunderland, a city located in Tyne and Wear, North East England, has been undergoing significant economic transformation in recent years. Once heavily dependent on traditional industries such as shipbuilding and coal mining, Sunderland has turned its attention towards diversification and innovation. This evolution is crucial as the city aims to establish a more resilient