Theme 1: How can digital solutions powered by data and AI optimize demand and supply to increase resilience of the port amidst global disruptions and risks?
Designed and prototyped a website, independently, for port resource optimization. Developed a Random Forest Model integrating sentiment analysis of global news and vessel data to predict the impact of news on vessel arrival times.