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    Anna Krayn

    Anna Krayn

    CECL adoption expert; engagement manager for loss estimation, internal risk capability enhancement, and counterparty credit risk management

    Cristian deRitis

    Cristian deRitis

    Leading economist; recognized authority and commentator on personal finance and credit, U.S. housing, economic trends and policy implications; innovator in econometric and credit modeling techniques.

    David Fieldhouse

    Dr. David Fieldhouse

    David Fieldhouse is a Director of Consumer Credit Analytics at Moody’s Analytics, where he oversees the development of retail loan performance models for financial lending institutions.

    Masha Muzyka

    Masha Muzyka

    CECL, IFRS 9, and IFRS 17 expert; credit risk and insurance risk specialist; strategic planning and credit analytics solutions consultant

    Deniz Tudor

    Deniz Tudor

    Consumer credit economist, thought leader and instructor specializing in U.S. consumer credit trends; leads development of custom and industry-based econometric credit loss models and oversees related research and product development.

    Yukyung Choi

    Yukyung Choi

    Yukyung is a member of the research team within the Credit Risk Analytics Group at Moody’s Analytics. She focuses on research projects related to fixed income and equity strategies for buy side and other clients. She contributed to developing the CreditEdge Alpha Factor and the firstEDF-based ETF launched by Ossiam. Her expertise is also utilized on other CreditEdge customized projects pertaining to asset managers. In addition, Yukyung is a co-author of various practical research papers. One of her papers was published in the Journal of Fixed Income. Before joining Moody's, Yukyung was at Lehman Brothers as a fixed income strategist in the asset allocation group.

    Sohini Chowdhury

    Dr. Sohini Chowdhury

    Sohini Chowdhury is a Director and Senior Economist with Moody’s Analytics, specializing in macroeconomic modeling and forecasting, scenario design, and market risk research, with a special focus on stress testing and CECL applications. Previously, she led the global team responsible for the Moody’s Analytics market risk forecasts and modeling services while managing custom scenarios projects for major financial institutions worldwide.

    Doug Dwyer

    Douglas Dwyer

    Credit risk modeling expert; machine learning researcher; quantitative and statistical data analyst

    Pierre Gaudin headshot

    Pierre Gaudin

    Leading the Asia Pacific Credit Assessment and Origination prospective team at Moody’s Analytics, advising financial institutions on credit decision, risk appetite management, risk monitoring, and process digitization.

    Tony Hughes

    Tony Hughes

    Econometrician focusing on developing innovative approaches and tools for assessing and valuing financial institution assets, as well as for modeling and analyzing credit risk associated with various lending activities and loan portfolios.

    Juan Licari

    Juan Manuel Licari

    Juan M. Licari, PhD, is Chief International Economist with Moody's Analytics. As the Head of Economic and Credit Research in EMEA, APAC and Latin America, Juan and his team specialize in generating alternative macroeconomic forecasts and building econometric tools to model credit risk portfolios.

    Olga Loiseau Aslanidi

    Olga Loiseau-Aslanidi

    Leading expert providing financial institutions worldwide with retail credit risk and interest rate risk modelling and validation, as well as analytical and advisory services for compliance and risk management.