Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
Privacy-Preserving Collaborative Information Sharing Through Federated Learning
Published in arXiv, 2024
Recommended citation: Dong, P., Quan, Z., Edwards, B., Wang, H., Feng, R., Wang, T., Foley, P., Shah, P. Privacy-Preserving Collaborative Information Sharing Through Federated Learning.
Read Paper
Improving Business Insurance Loss Models by Leveraging InsurTech Innovation
Published in North American Actuarial Journal, 2024
Recommended citation: Quan, Z., Hu, C., Dong, P., Valdez, E. (2024). Improving Business Insurance Loss Models by Leveraging InsurTech Innovation. North American Actuarial Journal, 1-28.
Read Paper
Automated Machine Learning (AutoML) in Insurance
Published in Insurance: Mathematics and Economics, 2024
Recommended citation: Dong, P., Quan, Z. (2025). Automated Machine Learning (AutoML) in Insurance. Insurance: Mathematics and Economics, 120, 17-41.
Read Paper
InsurTech innovation using natural language processing
Published in arXiv, 2025
Recommended citation: Dong, P., Quan, Z. InsurTech innovation using natural language processing.
Read Paper
talks
teaching
Teaching Assistant
Actuarial Science courses, University of Illinois Urbana-Champaign, 2022
I’ve been teaching assistant for University-Earned Credit (UEC) life contingencies (Exam FAM-L) and awarded Teaching Assistants Ranked as Excellent by Their Students for multiple semesters.