Taylor Wilkerson
Emerging Risk Analyst @ AON| M.S. Data Analytics | Quantitative Risk & Financial Analytics
- Role
- Claims Specialist I-benefits & Claims Operations at Aon
- Location
- Atlanta, GA, US
- LinkedIn followers
- 500 followers
About Taylor Wilkerson
Emerging Risk Analyst at AON building toward quantitative and financial risk analytics in the insurance and financial sectors.At AON, I work within insurance operations and see firsthand how control gaps, process breakdowns, and data-quality issues translate into real operational and financial risk. That exposure pushed me from observing risk to building analytical systems that quantify uncertainty, support decision-making, and improve reliability at scale.My academic and project work focuses on statistical modeling, probability-driven analysis, and data-informed decision systems, with particular interest in credit risk, underwriting analytics, and risk monitoring workflows.Alongside my graduate studies, I’m developing portfolio projects that transform raw datasets into production-style analytical pipelines—including SQL data models, Python-based analysis, and documentation—designed to mirror real-world risk within financial environments.Focus areas: Quantitative Risk Analytics | Credit Risk & Fraud | Insurance & Financial Systems | Statistical Modeling | SQL & Python
Experience
Claims Specialist I-benefits & Claims Operations
Jul 2025 — Present · Alpharetta, GA, US
Initiated 100+ complex benefit claim packets weekly across disability, unemployment, and auto service cases with 100% compliance to ERISA timelines and internal SLAs.Resolve escalated discrepancies between carriers and policyholders, maintaining a 95% resolution rate while reducing claim delays.Supports internal risk assessments and audit reviews, documenting findings, validating calculations, and aligning process controls with corporate compliance standards. Contribute to data-adjacent operational improvements by aligning claim processing and benefit payment workflows with established risk and reserve practices.
Education
Western Governors University
Bachelor of Science - BS, Information Technology
University of Pittsburgh
Bachelor of Science - BS, Information Science
Georgia Gwinnett College
Post-Bachelorette, Applied Mathematics
Western Governors University
Master of Science, Data Analytics- Data Science
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