Skilled Executive with 15 years of business development and strategic planning expertise. Adept at implementing improvements to optimize efficiency in business operations. Highly skilled in process optimization, consulting and model risk management.
Leading a team responsible for the management of the group impairment models covering credit losses, partnering with individual model owners to define impairment models strategy.
Led centralized credit risk model confirmations team. Maintain firm wide model review procedures, standards and model review schedule to ensure the timeliness, quality and review rigor.
Led team of risk analysts that is responsible for independent model reviews/validation of credit risk models used for capital reporting, capital stress testing, risk measurement and input in balance sheet. Performed full scope validation of Wholesale/Retail Credit Risk Models.
Additionally, responsible for developing statistical models and performing analysis that are required in pilot projects as a part of business development and account management activity. Led and manage team of 5 working on model risk utility.
Worked with Impairment Modeling team of Decision Science (DS) to ensure projects are completed within agreed time frames and end-client satisfaction through effective project management. Contribute to the broader DS department through participation in peer reviews, term of reference reviews, modeling forums and ad-hoc project collaborations.
Work closely with judgmental team to develop risk strategies and suggesting changes to credit underwriting policies that drives portfolio expansion. Identify areas of potential concerns/risk that should be addressed through the analysis process.
Experienced model risk professional with extensive expertise in model risk management, data analytics, and credit risk strategies. Proven track record in rigorously validating bank-wide models, ensuring compliance with regulatory frameworks, and driving key performance improvements. Highly skilled in predictive modeling, statistical analysis, and team leadership, with over 10 years of experience building and managing analytic teams and collaborating with stakeholders to deliver successful projects.
Model Risk Management: Credit Risk Modeling - Impairment and IRB Models, Model Validation and Regulatory Compliance
Predictive Modeling: Successfully formulated and implemented predictive models using re-sampling techniques (bootstrap), Gradient Boost, Random Forest, and, Bagging Trees. Hands on experience in Data Mining technique – CHAID, Time Series Forecasting, ARIMA Model
Regulatory Frameworks: Basel, SR 11/7, TRIM, EBA