Jacob employs techniques such as machine learning and statistical analysis to understand the vulnerability of risk across Risk Frontiers catastrophe suite. Jacob holds a PhD in Physics.
Jacob received his PhD in Condensed Matter Physics from Macquarie University. Jacob’s interests include data science, numerical modelling, physics and mathematics. Jacob joined Risk Frontiers in 2017 and has been involved in applying machine learning algorithms for CyclAUS and FloodAUS models. He also works on hazard and loss modelling.