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While physical risks from climate change have been discussed for many years, transition risks are a relatively new category. As companies disclose more information relating to climate change, financial firms will be able to make more informed decisions.

  • How to identify transition risk stemming from business strategy and ESG commitments
  • Determining transition risk stemming from physical risks
  • What does net zero really mean for the balance sheet?

Author:

Chandra Khandrika

Director, Internal Audit Model Risk Management
Citi

Chandra Sekhar Khandrika is Head of IA Model risk management at Citi Bank. He has 20 years of industry experience in Risk and Control areas including Risk Management, Independent valuation, and audit at global Investment banks. His interests are in the intersection of financial risk and climate risks. He is interests in the nexus of climate risk regulatory landscape and low carbon economy transition. Specifically, embedding climate risk management framework, stress testing, scenario analysis and disclosures. Low carbon economy transition and adaptation and mitigation strategies leveraging clean technologies.

Chandra Khandrika

Director, Internal Audit Model Risk Management
Citi

Chandra Sekhar Khandrika is Head of IA Model risk management at Citi Bank. He has 20 years of industry experience in Risk and Control areas including Risk Management, Independent valuation, and audit at global Investment banks. His interests are in the intersection of financial risk and climate risks. He is interests in the nexus of climate risk regulatory landscape and low carbon economy transition. Specifically, embedding climate risk management framework, stress testing, scenario analysis and disclosures. Low carbon economy transition and adaptation and mitigation strategies leveraging clean technologies.

66% of major global companies have at least one asset at high risk of physical risk under the high impact climate change scenario in 2050.

  • Determining the physical risks facing portfolios
  • Correctly assessing portfolio geography and asset composition
  • Reviewing which risks matter and why
  • Which parameters should be modeled and how do you use them effectively?
  • Utilizing critical insight from the Task Force on Climate-related Financial Disclosures (TCFD)
ESG Risk

Author:

Rhea Rajwani

Director, Head of US Model Risk Governance and Controls
TD Bank

Rhea Rajwani heads the Model Risk Governance and Controls portfolio for TD Bank in the US. She has worked with the Bank since 2006 on both sides of the border – Canada and the US, in Finance & Risk Management. In addition to her work past few years in model risk governance, her areas of expertise include financial modeling, efficiency planning, resolution and recovery planning primarily focused on strategy and liquidity management, model validations, management and regulatory reporting and investor relations. Prior to joining TD, Rhea has worked at the Bank of India in Planning and Forecasting and ICICI Bank where she was responsible for Capital Planning and Regulatory filings including her work on filings with the SEC in the US and as a representative from the Bank to the working committee for Basel supervision and reporting at the Reserve Bank of India. Rhea has a Masters degree in Business, Bachelors degree in Financial Accounting & Auditing, completed the Canadian Securities Course, is a Certified Associate of the Indian Institute of Bankers, passed the CFA level II exams and has several technology certifications to her credit.     

Rhea Rajwani

Director, Head of US Model Risk Governance and Controls
TD Bank

Rhea Rajwani heads the Model Risk Governance and Controls portfolio for TD Bank in the US. She has worked with the Bank since 2006 on both sides of the border – Canada and the US, in Finance & Risk Management. In addition to her work past few years in model risk governance, her areas of expertise include financial modeling, efficiency planning, resolution and recovery planning primarily focused on strategy and liquidity management, model validations, management and regulatory reporting and investor relations. Prior to joining TD, Rhea has worked at the Bank of India in Planning and Forecasting and ICICI Bank where she was responsible for Capital Planning and Regulatory filings including her work on filings with the SEC in the US and as a representative from the Bank to the working committee for Basel supervision and reporting at the Reserve Bank of India. Rhea has a Masters degree in Business, Bachelors degree in Financial Accounting & Auditing, completed the Canadian Securities Course, is a Certified Associate of the Indian Institute of Bankers, passed the CFA level II exams and has several technology certifications to her credit.     

Current risk management practices are not adequate for the integration of climate modeling. Stress test analysis has the capacity to answer questions a bank might have on climate-related risk.

  • Debating which approaches to take and understanding how to adopt
  • Determining the limits and thresholds
  • Aligning models with long-term commitments
  • Assessing what good looks like and how to measure effectively
  • Effectively utilizing reverse stress testing
Stress Testing
Panelists

Author:

Varun Agarwal

Head of Model Risk and Stress Testing
USAA

Varun Agarwal is an Executive Director at USAA where he oversees risk audit teams.

He brings over twenty-five years' experience having worked for large global financial institutions and insurers in Regulatory Risk & Compliance space. He has worked for Capgemini, HSBC, Deloitte, and JP Morgan in US, Canada and Europe.

His background includes responsibilities in Credit, Market, Liquidity, Operational, Strategic Risk and AML, along with Risk Governance, Policy, Data Management and Reporting.  He also created Enterprise Risk Management frameworks, set Risk Appetite, and executed end-to-end risk processes. He has also worked on a variety of analytical models for Capital Management, Pricing, Valuation and Derivatives.

He is a published author on topics in finance and risk across US and Europe and has presented at professional conferences at both national and regional levels. Varun earned both his Ph.D. and Master's degree in Financial Economics from the University of Alabama and a Bachelor's degree in Mechanical Engineering from BITS, Pilani, India. He also holds a CFA charter.​

Varun enjoys outdoor running and reading world history.

Varun Agarwal

Head of Model Risk and Stress Testing
USAA

Varun Agarwal is an Executive Director at USAA where he oversees risk audit teams.

He brings over twenty-five years' experience having worked for large global financial institutions and insurers in Regulatory Risk & Compliance space. He has worked for Capgemini, HSBC, Deloitte, and JP Morgan in US, Canada and Europe.

His background includes responsibilities in Credit, Market, Liquidity, Operational, Strategic Risk and AML, along with Risk Governance, Policy, Data Management and Reporting.  He also created Enterprise Risk Management frameworks, set Risk Appetite, and executed end-to-end risk processes. He has also worked on a variety of analytical models for Capital Management, Pricing, Valuation and Derivatives.

He is a published author on topics in finance and risk across US and Europe and has presented at professional conferences at both national and regional levels. Varun earned both his Ph.D. and Master's degree in Financial Economics from the University of Alabama and a Bachelor's degree in Mechanical Engineering from BITS, Pilani, India. He also holds a CFA charter.​

Varun enjoys outdoor running and reading world history.

Author:

Moez Hababou

Director of Model Risk Management 
BNP Paribas

Moez Hababou heads Model Risk Management for BNP Paribas US for the Credit, Financial Security, and Capital Planning workstreams. He is responsible for all model validation activities in the areas of Wholesale Credit, CCAR, and BSA/AML. More recently, he is focusing on best ways to account for climate risk in credit risk management and validating machine learning models. Prior to his current role, Moez Headed CCAR Modeling for CIB BNPP US. Moez held similar analytical and modeling roles at UBS Wealth Management, Barclays and Royal Bank of Scotland. Moez has also numerous publications in academic journals. Moez holds a Ph.D. in Management Science from York University (Toronto, Canada) and a Master degree in Finance from Laval University (Quebec City, Canada)..

Moez Hababou

Director of Model Risk Management 
BNP Paribas

Moez Hababou heads Model Risk Management for BNP Paribas US for the Credit, Financial Security, and Capital Planning workstreams. He is responsible for all model validation activities in the areas of Wholesale Credit, CCAR, and BSA/AML. More recently, he is focusing on best ways to account for climate risk in credit risk management and validating machine learning models. Prior to his current role, Moez Headed CCAR Modeling for CIB BNPP US. Moez held similar analytical and modeling roles at UBS Wealth Management, Barclays and Royal Bank of Scotland. Moez has also numerous publications in academic journals. Moez holds a Ph.D. in Management Science from York University (Toronto, Canada) and a Master degree in Finance from Laval University (Quebec City, Canada)..

Author:

Deniz Senturk

Chief Risk Officer, Treasury Risk and Head of Integrated Analytics
State Street

Deniz is the Head of Analytics and Chief Risk Officer, supporting Global Treasury, at State Street Corporation (SSC). In her role as Head of Analytics, Deniz is focused on providing quantitative solutions consisting of Predictive Analytics and Business Intelligence (data analytics, reporting) for business lines across the bank. In parallel, she is also responsible for risk oversight of Treasury’s activities, which includes managing the investment portfolio, asset-liability risk, liquidity risk, funding and liability pricing, and capital structure, in her role as CRO for Treasury.


Prior to her current role, Deniz was the Head of Model Risk Management at State Street for three years and headed up Model Risk Management within GE Capital for 3+ years before joining State Street in 2015. Deniz’s 15 year tenure at GE also included leading the marketing analytics teams as well as the research teams within GE Global Research Center. During her time at GE, she published 15+ patents and 20+ research papers on advanced statistical techniques used in risk and finance.


Deniz’s areas of functional expertise include compliance and control functions, credit, treasury, market and model risk management in addition to risk analytics, marketing analytics and business strategy management. She also served as an adjunct professor at the Graduate School of Business, Fordham University for three years.


Deniz holds a Ph.D. in Applied Statistics from University of California, Santa Barbara and a B.S. in Physics from Bogazici University (Turkey).

Deniz Senturk

Chief Risk Officer, Treasury Risk and Head of Integrated Analytics
State Street

Deniz is the Head of Analytics and Chief Risk Officer, supporting Global Treasury, at State Street Corporation (SSC). In her role as Head of Analytics, Deniz is focused on providing quantitative solutions consisting of Predictive Analytics and Business Intelligence (data analytics, reporting) for business lines across the bank. In parallel, she is also responsible for risk oversight of Treasury’s activities, which includes managing the investment portfolio, asset-liability risk, liquidity risk, funding and liability pricing, and capital structure, in her role as CRO for Treasury.


Prior to her current role, Deniz was the Head of Model Risk Management at State Street for three years and headed up Model Risk Management within GE Capital for 3+ years before joining State Street in 2015. Deniz’s 15 year tenure at GE also included leading the marketing analytics teams as well as the research teams within GE Global Research Center. During her time at GE, she published 15+ patents and 20+ research papers on advanced statistical techniques used in risk and finance.


Deniz’s areas of functional expertise include compliance and control functions, credit, treasury, market and model risk management in addition to risk analytics, marketing analytics and business strategy management. She also served as an adjunct professor at the Graduate School of Business, Fordham University for three years.


Deniz holds a Ph.D. in Applied Statistics from University of California, Santa Barbara and a B.S. in Physics from Bogazici University (Turkey).

Data is the foundation of risk management yet obtaining high-quality useable data relating to ESG risks is a significant challenge. So, how are risk managers overcoming data limitations and what sources can they turn to for help?

  • Determining what data is needed and why
  • Understanding where and how to obtain the data
  • Justifying the expense and resource required to get the data
  • Successful tips for overcoming gaps and data assumptions
Data

Author:

Lakshmi Murthy

Global Lead for Climate Risk, ESG and Sustainability Analytics
Credit Suisse

Lakshmi Murthy is the Global lead for Climate Risk Strategy and ESG Analytics at Credit Suisse.

She is an experienced Financial Services leader with a passion for building scalable data-enabled products to solve business problems using advanced analytics.

Lakshmi has a Master’s degree in Computer Science from India, and an Master’s degree in Business Analytics from NYU Stern School of Business “

 

Lakshmi Murthy

Global Lead for Climate Risk, ESG and Sustainability Analytics
Credit Suisse

Lakshmi Murthy is the Global lead for Climate Risk Strategy and ESG Analytics at Credit Suisse.

She is an experienced Financial Services leader with a passion for building scalable data-enabled products to solve business problems using advanced analytics.

Lakshmi has a Master’s degree in Computer Science from India, and an Master’s degree in Business Analytics from NYU Stern School of Business “

 

With a lack of historical data relating specifically to ESG risks, can financial risk managers learn anything from past events, previous downturns and the responses?

  • What can be applied from the response to the 2008 crash
  • How has covid-19 response and policy prepared for future ESG risks
  • Lessons learned from the adoption of new technologies
  • Insights from managing and mitigating black swan events
ESG Risk

Author:

Suresh Sankaran

Head of Model Risk Governance
Metro Bank

Suresh Sankaran is the Head of Model Risk, Validation, & Governance at Metro Bank, where he oversees all aspects of model risk and other risk-related governance. He advises on factors that senior management and Board should collectively consider when overseeing the bank’s model governance and risk management framework and policies. He is responsible for the independent validation of all bank models and is also accountable for regulatory liaison on all matters relating to model risk.  

Suresh has over 30 years’ experience in the realm of strategic consulting, compliance, audit, and risk management. He has held leadership roles managing several facets of risk management, most notably credit, liquidity, and balance sheet management.

Suresh has advised banks, governments, and other financial services organisations on all facets of risk management, and has acted as a second pair of eyes to assure the soundness and financial sustainability of client portfolios.

 Suresh is a ranking Chartered Accountant, and holds a Bachelor’s degree in Finance & Accountancy. He has diverse interests including Indian Classical Music, Skydiving, P G Wodehouse, and Pink Floyd.

 

Suresh Sankaran

Head of Model Risk Governance
Metro Bank

Suresh Sankaran is the Head of Model Risk, Validation, & Governance at Metro Bank, where he oversees all aspects of model risk and other risk-related governance. He advises on factors that senior management and Board should collectively consider when overseeing the bank’s model governance and risk management framework and policies. He is responsible for the independent validation of all bank models and is also accountable for regulatory liaison on all matters relating to model risk.  

Suresh has over 30 years’ experience in the realm of strategic consulting, compliance, audit, and risk management. He has held leadership roles managing several facets of risk management, most notably credit, liquidity, and balance sheet management.

Suresh has advised banks, governments, and other financial services organisations on all facets of risk management, and has acted as a second pair of eyes to assure the soundness and financial sustainability of client portfolios.

 Suresh is a ranking Chartered Accountant, and holds a Bachelor’s degree in Finance & Accountancy. He has diverse interests including Indian Classical Music, Skydiving, P G Wodehouse, and Pink Floyd.

 

A typical risk management approach consists of identification, Evaluation, monitoring, and reporting. How can institutions tackle the first piece of the puzzle with so much unknown?

  • How to identify physical and transitional risks for the institution
  • Evaluating which events may be catastrophic and why
  • Understanding the impact to the portfolio and products
  • Assessing what the risk means for business and pricing strategies
ESG Risk

Author:

Jim Costa

Chief Risk Officer
Banner Bank

James Costa is Executive Vice President and Chief Risk Officer of Banner  Bank. In this role, he is responsible for overseeing the company’s risk and compliance functions as well as the Bank’s interactions with industry regulators. He is also a member of the Bank’s Executive Management Committee.

Prior to joining Banner, Costa served as Chief Risk and Chief Credit Officer for TCF Financial a regional bank where he managed all credit and risk functions as well as operations. At TCF Jim managed the enterprise integration of the merger equals between Chemical Bank and TCF.  Prior to TCF, Jim held executive leadership positions in risk, credit and lines of business as EVP at PNC Financial and Head of Enterprise Credit Strategy at Wachovia Corporation, now Wells Fargo.  Jim has been active in financial services for almost 30 years with focus areas including enterprise strategy credit risk, and regulatory relations. 

Jim earned his bachelor’s degree from Ohio State University and conducted his doctoral studies from the University of Minnesota.  Jim is a veteran of the US Air Force. In Minnesota, Jim is active in community organizations to include Habitat for Humanity, Humane Society and The University of Minnesota Center for Children’s Cancer Research.  Jim is also an advisory board member for the Midsize Bank Coalition of America.

Jim Costa

Chief Risk Officer
Banner Bank

James Costa is Executive Vice President and Chief Risk Officer of Banner  Bank. In this role, he is responsible for overseeing the company’s risk and compliance functions as well as the Bank’s interactions with industry regulators. He is also a member of the Bank’s Executive Management Committee.

Prior to joining Banner, Costa served as Chief Risk and Chief Credit Officer for TCF Financial a regional bank where he managed all credit and risk functions as well as operations. At TCF Jim managed the enterprise integration of the merger equals between Chemical Bank and TCF.  Prior to TCF, Jim held executive leadership positions in risk, credit and lines of business as EVP at PNC Financial and Head of Enterprise Credit Strategy at Wachovia Corporation, now Wells Fargo.  Jim has been active in financial services for almost 30 years with focus areas including enterprise strategy credit risk, and regulatory relations. 

Jim earned his bachelor’s degree from Ohio State University and conducted his doctoral studies from the University of Minnesota.  Jim is a veteran of the US Air Force. In Minnesota, Jim is active in community organizations to include Habitat for Humanity, Humane Society and The University of Minnesota Center for Children’s Cancer Research.  Jim is also an advisory board member for the Midsize Bank Coalition of America.

Author:

Lourenco Miranda

Manging Director, Head of ESG Risks
Societe Generale

Dr. Lourenco Miranda is the Regional Head of Environmental & Social Risks, and Model Risk at the Societe Generale Corporate and Investment Bank. He joined the Bank in New York in February 2016 as Managing Director Head of Capital Planning, Assessment and Review (CCAR). Prior to SocGen, within his 24 years of financial industry experience, Dr. Miranda has held multiple leadership positions in Risk Management and Finance at internationally active Financial Institutions in multiple regions and in more than 50 countries and regulatory jurisdictions. In the academic world, for the past 30 years, Dr. Miranda has held faculty positions in multiple academic centers worldwide in the fields of Risk Management and Quantitative Finance; has been in the board of international academic and professional institutions and a regular speaker at major international conferences. Currently, Dr. Miranda has been an Adjunct Professor and has lectured risk management, stress testing, machine learning and data science at Fordham Gabelli School of Business in NYC. Besides that, Dr. Miranda is a published author of academic and professional articles, and book chapters. Lourenco holds a PhD in Statistical Physics applied to Quantitative Financial Risk Modeling.  

Lourenco Miranda

Manging Director, Head of ESG Risks
Societe Generale

Dr. Lourenco Miranda is the Regional Head of Environmental & Social Risks, and Model Risk at the Societe Generale Corporate and Investment Bank. He joined the Bank in New York in February 2016 as Managing Director Head of Capital Planning, Assessment and Review (CCAR). Prior to SocGen, within his 24 years of financial industry experience, Dr. Miranda has held multiple leadership positions in Risk Management and Finance at internationally active Financial Institutions in multiple regions and in more than 50 countries and regulatory jurisdictions. In the academic world, for the past 30 years, Dr. Miranda has held faculty positions in multiple academic centers worldwide in the fields of Risk Management and Quantitative Finance; has been in the board of international academic and professional institutions and a regular speaker at major international conferences. Currently, Dr. Miranda has been an Adjunct Professor and has lectured risk management, stress testing, machine learning and data science at Fordham Gabelli School of Business in NYC. Besides that, Dr. Miranda is a published author of academic and professional articles, and book chapters. Lourenco holds a PhD in Statistical Physics applied to Quantitative Financial Risk Modeling.  

Author:

Charlotte Newbury

Head of Enterprise Risk Management, Americas
Deutsche Bank

Charlotte Newbury is the Americas Head of Enterprise Risk at Deutsche Bank. In this role she is responsible for maintaining a comprehensive view of DB’s risk profile including emerging risks and trends. She led the development of the Risk Identification framework in the region and is chair of the regional ESG risk forum.

Charlotte established her career in finance as a market risk manager, building over 13 years’ experience managing risk across multiple product lines. She has a master’s degree in mathematics from the University of Manchester. Charlotte is based in NYC as well as the Adirondacks where she brings her passion for climate risk to bear on grassroots initiatives.

Charlotte Newbury

Head of Enterprise Risk Management, Americas
Deutsche Bank

Charlotte Newbury is the Americas Head of Enterprise Risk at Deutsche Bank. In this role she is responsible for maintaining a comprehensive view of DB’s risk profile including emerging risks and trends. She led the development of the Risk Identification framework in the region and is chair of the regional ESG risk forum.

Charlotte established her career in finance as a market risk manager, building over 13 years’ experience managing risk across multiple product lines. She has a master’s degree in mathematics from the University of Manchester. Charlotte is based in NYC as well as the Adirondacks where she brings her passion for climate risk to bear on grassroots initiatives.

Q and A with Zama
 

Rafael Antunes Marta

Manager, Global Trade Compliance EMEA & APAC
3D Systems GmbH (Germany)

Rafael Antunes Marta

Manager, Global Trade Compliance EMEA & APAC
3D Systems GmbH (Germany)

Rafael Antunes Marta

Manager, Global Trade Compliance EMEA & APAC
3D Systems GmbH (Germany)