The evolution towards use of quantitative models in decision making areas prompted institutions and regulatory authorities to establish stricter rules on model risk management. Examples of this continuing trend include the use of algorithms for trade execution in Securities Trading or the use of decision models in Analytics for Credit, Market and Liquidity Risks.

Quantitative models used by institutions require a coherent governance framework to suit compliance. We summarize relevant aspects from the angle of model risk auditing herein. In addition, we pont to our more info guide on Model Risk Management for enhance insights.

 

 

Methods

Concepts & Advisory

Processes, Strategies, Model Risk, Credit Risk

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Analytics & Development

Credit Risk, Marketing Analytics, Validations, Simulations

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Review & Compliance

Credit Risk, Model Risk, Governance, Basel, Industry Standards

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IT, Tools & Implementations

Model Prototypes, R, VBA, Process BPMA, Visio, MS Office, Documentation

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Projects & Clients

Supporting Model Risk Audit function on technical auditing pertaining to model risk aspects across global businesses and functions.

2021-2025, HSBC, London HQ

Advising regional Audit function on thematic aspects pertaining to the Validation of Models used for Securities Pricing and Risk Measurement. 

2022, Japanese Investment Bank, London

Suitability assessment of Scotia Bank Market and Credit Risk models for for use in local Irish / UK subsidiaries

2021, Scotia, Ireland

Model Development and advisory on thematic aspecs concerning Default Risk Charge and Default Risk in the Trading book

2019-2020, UBS, Zurich

Model Development of Stress Testing Models

2018, Consultancy, London

Supporting Model Risk Audit function on Traded Risk and Country Risk related Audits

2017, HSBC, London

Project on Targeted Review of Internal Models in Central Bank

2017, Central Bank, Frankfurt

Supporting Model Risk Audit function on Retail, Wholesale Credit and Traded Risk related Audits

2015-2016, HSBC, London

Validating Retail Credit Risk models for FinTech Company

2015, ZenCap, Berlin