Carol Alexander’s professional interests focus on the development, validation, and implementation of quantitative models for risk measurement, pricing, and portfolio management in both traditional and digital asset markets. She has acted as model architect and advisor to exchanges, clearing houses, asset managers, fintechs, and law firms, with significant projects in areas such as derivatives margining, index design, market microstructure, digital asset clearing, and model validation for regulatory compliance. Her clients and collaborators include major institutions such as Credit Agricole Asset Management, Intercontinental Exchange, the New York Stock Exchange, FTX US, and CryptoCompare, as well as leading global law firms.

Alexander serves on multiple advisory boards and prize committees for scientific, academic, and industry organisations—including the Fields Institute for Mathematical Sciences, FT Wilshire Digital Assets Group, and the Professional Risk Managers’ International Association—contributing expertise to industry standards and best practice in risk management and financial innovation. She has provided expert witness testimony in high-profile regulatory and litigation cases at both UK and international level, and has supported regulatory and academic benchmarking initiatives in fintech, DeFi, and digital asset markets.

Her professional activities also extend to industry-facing education and outreach, keynote presentations at global conferences, and thought leadership on the impact of generative AI, blockchain, and data science in finance. Alexander is recognised as a trusted advisor to boards, regulators, and industry consortia, and is active in designing and reviewing professional standards, risk management qualifications, and digital asset taxonomy. Her current work continues to shape policy, practice, and regulatory frameworks at the intersection of finance, technology, and risk analytics.