Description: In 2024, 27 disasters in the United States resulted in damages exceeding $1 billion. These disasters included two winter storms, one wildfire event, one drought/heatwave event, one flooding event, six tornado outbreaks, 11 severe weather/hail events and five hurricanes. The costliest of these events was Hurricane Helene, which resulted in 219 deaths and cost $79.6 billion , although the early 2025 wildfires in the Los Angeles, California area threaten to exceed this economic cost. In Canada, insured catastrophic losses totaled C$8.5 billion in 2024, making it the costliest year on record for the country. Outside the United States and Canada, Cyclone Chido killed more than 1,000 people, a heatwave in Bangladesh impacted 33 million people and a drought in Columbia has had a significant impact on the economy there .

Description: This project pertained to the development of anew Actuarial Science Learning Community model, involving four types of students' engagement: academic coursework, residential life, research, and professional development. The model provided students an immersive exposure to Data Science from the Actuarial perspective, which will result in Actuarial students greatly expanding their skill set and future job opportunities, at the intersection of Actuarial Science and Data Science.

Description: Non-guaranteed elements are parameters of life insurance and annuity polices that are not fixed when the policy is issued but may be changed from time to time by the insurance company.