Gabriele Usan
Senior Data Scientist
San Francisco, CA, US
Gabe Usan is a property and casualty data scientist. He is based in the San Francisco office of Milliman and joined the firm in 2020. Within the practice, he leads the R&D initiatives related to the intersection of risk management and climate change.
Experience
Gabe’s areas of expertise include:
- Performing predictive modeling for insurance pricing, underwriting, conversion, retention, pay equity, and claims analysis
- Developing commercial auto telematics pricing scores using machine learning
- Developing API software for point-of-sale quote and portfolio scoring
- Using catastrophe models for natural catastrophe risk analysis and pricing development
Publications and Presentations
Gabe has published a paper about “Statistical Methods for Imputing Race and Ethnicity,” and an article on the use of “Catastrophe models for wildfire mitigation.”
Education
- BA, Business Administration – University of Eastern Piedmont, Italy
- MS, Applied Economics – University of San Francisco
Publications
Read their latest work
Article
人種や民族間のデータ差異に対処するための統計的手法
29 April 2024 - by Larry Baeder, Erica S. Baird (formerly, Erica Rode), Peggy Brinkmann, Joe Long, Caleb Stracke, Kweweli Togba-Doya, Gabriele Usan, Meseret Woldeyes
データの補完は、人種および民族の保険への不均衡な影響について調査する強力なツールであるため、その利用法や限界について論じます。
Article
Statistical methods for imputing race and ethnicity
29 April 2024 - by Larry Baeder, Erica S. Baird (formerly, Erica Rode), Peggy Brinkmann, Joe Long, Caleb Stracke, Kweweli Togba-Doya, Gabriele Usan, Meseret Woldeyes
Imputation is a powerful tool for studying the disproportionate impact of race and ethnicity on insurance, so we discuss some uses and limitations.
Article
山火事リスク軽減のための巨大災害モデル
04 November 2022 - by Peggy Brinkmann, Nancy Watkins, Cody Webb, David D. Evans, Gabriele Usan, Michael Glavan, Lillian Zhang, Carolyn Prescott, Tom Larsen, Grace Lee
住宅所有者やコミュニティーにとっての債権と便益を定量化
Article
Catastrophe models for wildfire mitigation
04 November 2022 - by Peggy Brinkmann, Nancy Watkins, Cody Webb, David D. Evans, Gabriele Usan, Michael Glavan, Lillian Zhang, Carolyn Prescott, Tom Larsen, Grace Lee