RsRL Team

Board Member & Advisory Panel

CHITRO MAJUMDAR

(Chief Founder, Managing Director & Chief Strategist on Model Risk, RsRL)

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Senior Researcher

Chitro is a senior researcher on Applied Probability Theory who is currently designing algorithm on AI Ethics. Chitro’s criticism could help of building framework for sovereign’s AI Policy, Ethics, Regulations and Supervision. Chitro has Chaired European Commission’s AI Policy panel in Brussels end of 2017 and ECS-Brussels’s Industry Advisory Panel in Bucharest 2018.

Since last two decades Chitro’s key leadership has been reinvigorated sovereign institutions on Model Validation & Investment Risk across countries. Chitro is a global expert in Strategic Risk Measures, Climate Risk, Enterprise Risk Management, Operational Risk, Asset Allocation & Financial Risk Management, consulted multi-national funds, Swiss, Italian, Omani Pension Funds, UAE Govt. bodies and Bermuda Monetary Authority. He has worked with major banks, (re)insurance entities, investment and reinsurance bodies in NY, London, and Zürich and has connections in the BFSI and energy industries, including in the “C” suites of major participating firms.

Chitro is a frequent speaker of climate risk, quantitative model based risk and model risk conferences across Asia, Middle East and Europe. He has developed strategic level operational, financial, actuarial engineering tools via Dynamic Financial analysis (DFA) in 2007 from Zürich. Since year 2000 Chitro is a seasoned speaker in BFSI and actuarial seminars globally and well known in the seminar circuit. Chitro has published many articles in global magazines in the BFSI domain. His academic work includes doctoral research in risk management partially with ETH-Zürich and MMC-Kiel; in 2004 he has initiated Non-linear Stochastic Markov chain Monte Carlo Methods for Actuarial Engineering in Harvard. Since 2010 Chitro has been working-on various projects on investment risk, counterparty risk and currency risk mitigation strategies based asset liability management (ALM) for SWF/Pension Fund.

On Autonomous decision process Chitro’s principle of Ethics is, a true decision is an action that is regretted, and an action is not a decision until the action is regretted. A critique of utilitarianism (that hegemonizes the Machine Learning world). Casuistry is a possible (but tedious) alternative to utilitarianism. 

Chitro’s core expertise & leadership of last 19+ years:
  • AI Algorithms on Auditing, Risk Mitigation Strategies
  • Climate Finance
  • Investment Risk Mitigation Strategies (Asset Allocations)
  • Model Validation (i.e: Insurance Risk, Operational Risk, Credit Risk & Market Risk)
  • Market Data Validation (Bootstrapping Multi-curve routine, OIS of non-conventional currencies)
  • FRTB, Basel II , III, IV, Solvency II
  • Dynamic Financial Analysis Tools
  • Economic Scenario Generation Tools
  • Catastrophic Risk Modeling (Natural & Financial) Tools (with an AI angle)
  • Customized investment strategy development (Multi-asset risk parity strategy etc.)
  • Portfolio Risk/Return Optimization by Simulated Annealing
  • External manager selection tool
  • Market Consistent Embedded Value (MCEV)
  • Asset Liability Models & Internal Models
Chitro Majumdar
Analytics Product Chitro Majumdar Developed & Supervised Investment Risk Mitigation DFA Exotic -VaR/ ES++ RsRL Stochastic Volatility/ Market Data & Model Validation (Vanilla & Exotics FX-IR) Local Volatility Measure & Model Uncertainty PD Tool (Risk Appetite) Churn & Security Analytics CAT-DFA(AI lead) Stochastic Local Volatility Model / Hull-White 2 Factor Model AI Ethics
Year of Development 2014 2006 – 2007 2013 2014 – 2016 -2017 2014 – 2015 – 2016 2013 – 2014 2011 – 2012 2015/ 2016 2017 - 2018 2018 - 2019

PROF. EMERITUS FREDDY DELBAEN

(RsRL Senior Founding Advisor)

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Influential Founding Advisors of RsRL

One of the fathers of Risk Measure Prof. Em Dr. Freddy Delbaen is currently one of the most influential founding advisors of RsRL.

Freddy Delbaen is Professor Emeritus at ETH-Zurich, Switzerland.
  • He is currently supervising Chitro Majumdar’s for RsRL’s one of the CAT Risk Modeling Tools (2015/2017) and DFA Tool (2016).
  • He is considered the foremost authority and one of the founding fathers of ‘Mathematical Theory of Arbitrage’ and ‘Risk Measure’.
  • A published mathematician with works in over 100 technical journals
  • An advisor to countries such as Japan, Australia, China, Korea, USA, Canada etc.

With Artzner, Eber & Heath he developed the ‘Theory of Risk Measures’ and they were among the first to highlight the accepted limitations of Value at Risk (VaR).

His protégés include: Jean Bourgain (Fields Medal 1994), Damir Fillipović (EPFL - Swiss Institute of Science & Technology and Advisor to FINMA, the Swiss Regulator) & Chitro Majumdar (Founder RsRL)

Freddy Delbaen has published many papers in journals dealing with pure and applied mathematics, as well as insurance and financial mathematics. He was invited Professor a lot of universities in Japan, Australia, China, Korea as well as in Canada and prestigious universities in Europe. Since more than last 30 years he gives talks as an invited speaker at international conferences such as the biannual meeting of the Bachelier Finance Society (BFS) - world's most important society for financial mathematicians. He was also president and vice president of BFS.

His research dealt with the mathematical theory of arbitrage and the study of risk measures. Freddy Delbaen is also a recipient of the prizes like Belgian Government (prize given to young scientists), Louis Empain Prize , The international INA prize for Actuarial Sciences, awarded by the Accademia Nazionale dei Lincei (Rome), The David Garrick Halmstad Prize for the best paper in Actuarial Sciences. (in 1987 and in 2009).

He is a Fellow of the Institute of Mathematical Statistics. Together with Schachermayer, he proved the general version of the Fundamental Theorem of Asset Pricing. Their book is the basic reference in the field. With Artzner, Eber and Heath he developed the theory of risk measures and they were among the first to criticize the use of Value at Risk (VaR). The theory of risk measures is now a topic in most meetings in (re)insurance and finance.

MAURIZIO PIGLIA

(RsRL Senior Advisor)

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Quant fund manager and key advisor of RsRL

Maurizio Piglia is Quant fund manager and key advisor of RsRL. He has had a professional funds management and treasury operations career in Italy and Switzerland and New Zealand over the last 20 years. This has involved the management of listed equities portfolios in European and United States markets. He has also held responsibility for the treasury trading operations of an Italian bank. He currently manages Funds with quantitative algorithmic techniques from New Zealand.

LAURENCE JACOBS

(RsRL Senior Advisor)

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Founding Advisors

Laurence Jacobs is RsRL’s one of the founding Advisors since the inception of the idea risk quantification. He is an international leader in the development and application of advanced analytical methods for the identification, understanding, and prediction of customer behaviour. He has applied these techniques in the optimisation of risk and benefit in a variety of business areas, such as propensity, customer segmentation, attrition, retention, credit risk, and fraud prevention. Some of the advanced risk analysis techniques developed by Laurence were recently showcased at the World Economic Forum. Laurence holds a PhD in Theoretical Physics from the Massachusetts Institute of Technology.

MICHAEL B. SMITH

(RsRL Senior Advisor)

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Founding Advisors

Michael B. Smith is one of the founding consulting actuary members of R-square RiskLab consulting based in Northeast Florida, USA. Mr. Smith is a Fellow of the Casualty Actuarial Society, a Member of the American Academy of Actuaries, and a member of the ASTIN AFIR IACA and AWF sections of the International Actuarial Association. Mr. Smith has provided consulting services on general insurance issues for more than twenty years, primarily as a consulting actuary with Tillinghast. Prior to becoming a consultant, Mr. Smith was associated with American Bankers Insurance Group, where his responsibilities included product development and actuarial support to senior management and the marketing divisions. Prior to that, Mr. Smith worked for Insurance Services Office, Inc. where his responsibilities included commercial insurance pricing and product development, and financial and economic analysis of insurance topics (including natural catastrophes). Mr. Smith holds an undergraduate degree from Georgia State College and a Master's degree from the University of Chicago.

RÜDIGER KIESEL

(RsRL Senior Advisor)

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Sr. Advisors of RsRL

Rüdiger Kiesel is onw of the key Sr. Advisors of RsRL. He heads the chair for “Energy Trading and Financial Services” at the University Duisburg-Essen. He is also a Visiting Professor at the Department of Mathematics at the University of Oslo. Previously he has been Director of the Institute for Mathematical Finance at the University of Ulm. He also held positions as Lecturer and Reader for actuarial science and financial mathematics at Birkbeck College, University of London and London School of Economics. His main research areas are risk management for power utility companies, modeling of electricity markets, quantitative climate finance, valuation and hedging of derivatives (interest-rate, credit- and energy-related), methods of risk transfer and structuring of risk (securitization). He is Co-author of the Springer Finance monograph Risk-Neutral Valuation (now in its second edition) and has written more than fifty published research papers. He is a frequent speaker at international conferences and organized several conferences and practitioner seminars. Professor Kiesel also consults financial institutions, utilities and regulators on (credit- and energy-) risk management, derivative pricing models and asset allocation. His research interests are: Climate Finance, Risk Management, and Financial Mathematics.

WIM SCHOUTENS

(RsRL Sr. Consultant)

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Advisor of Credit Risk at RsRL

Wim Schoutens (Leuven, Belgium) is professor in financial engineering at the Catholic University of Leuven, Belgium. He is an advisor of Credit Risk at RsRL. He has extensive practical experience of model implementation and is well known for his consulting work to the banking industry and other institutions. He is an independent expert advisor to the European Commission on “State aid assessment of valuation of impaired assets and of asset relief measures” and has assessed in that position about EUR 1 trillion of assets. Wim is the author of several books including “Contingent Convertibles (CoCos) : Structure and Pricing,” the first book ever on Contingent Capital and CoCo bonds (written together with Jan De Spiegeleer). Further he has been (co)author of the Wiley books “Lévy Processes in Finance”, “Lévy Processes in Credit Risk”, and “The Handbook of Convertible Bonds”. He is Managing Editor of the International Journal of Theoretical and Applied Finance and Associate Editor of Quantitative Finance, Mathematical Finance and Review of Derivatives Research and International Journal of Portfolio Analysis & Management. Further, he is series editor of the book series “Financial Engineering Explained” for Palgrave Macmillan. Finally, he is member of the Belgium CPI commission.

PAUL KETTLER

(RsRL Sr. Consultant)

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Senior consultants of RsRL

Paul Kettler is one of the key senior consultants of RsRL. Paul is well respected in academia and practice from Norway. Since 1992 Paul founded and operated several firms on securities and commodities brokerage firm and investment bank in US, Germany. Paul has served as Chairman and the Board of Directors of several firm who had 50% stake at the Chicago Board Options Exchange. Paul has studied and taught at Princeton, Chicago, UC-Berkley and BI Norwegian School of Business, Oslo.

STEIVAN DEFILLA

(RsRL Sr. Advisor)

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Senior Energy Advisor at the SECO

Steivan Defilla is Senior Energy Advisor at the SECO - Swiss State Secretariat for Economic Affairs, Division of Environment and Energy Policy, Bern, Switzerland and in his role is involved in the shaping of Swiss energy policy. He has been participating in many international energy fora and negotiations and has accumulated a great experience in analyzing short term as well as long term security of supply risks of energy systems. Outside his professional work, he is an active promoter of econophysics and has created the concept of physical purchasing power (PhPP) as a first step towards introducing more rigorous metrological principles in economics. Econophysics is a new discipline, which emerged in the mid-1990s and in the future is likely to be relevant for economics.Steivan and Chitro Majumdar have been working together in econophysics during the last couple of years. They have initiated some new measures of econophysics models in practice. Steivan is also among the organizers of the thirty first general conference of the International Association for Research in Income and Wealth IARIW in St. Gallen, Switzerland, in August 2010.

They have initiated some new measures of econophysics models in practice. Steivan is also among the organizers of the thirty first general conference of the International Association for Research in Income and Wealth IARIW in St. Gallen, Switzerland, in August 2010. In the framework of this conference, he co-organizes a parallel session on Greening and Economic Growth (2010) that primarily focuses on topics such as environmental and resource accounting, integration between the System of National Accounts (SNA) and the System of Integrated Environmental and Economic Accounting (SEEA), market failure vs. state or regulatory failure in environmental and resource economics, the acceptance or rejection of "greening" (for example, using renewable energy sources and purchasing more energy efficient appliances and vehicles), and the relationship between environmental degradation, and present and future intergenerational economic well-being.

RICK SHAW

(RsRL Sr. Advisor)

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RsRL Sr. Advisor(Mathematician and capital modeling experience)

Rick Shaw is a mathematician and actuary with extensive capital modeling experience. Rick is one of the most important practice leaders of R-square RiskLab on reinsurance initiatives, M&A, internal capital model, Solvency II etc. Rick's experience with economic capital modeling dates from the 1980s, when simulation techniques started to be applied in the insurance and finance industries. He have both developed new and reviewed existing capital models for companies in many countries. Rick has advised the World Bank and the IMF on social security reform in the Middle East, the South Korean government on privatization, the Singapore government on restructuring Singapore's health care system, and the Malaysian government on consolidation of the finance industry. In his recent capacity as Chief Actuary of the Bermuda Monetary Authority, and prior to that country leader for Tillinghast Bermuda, Rick had lead responsibility for comprehensive reviews of around twenty internal capital models of varying complexity with differing primary risk drivers.

Capital modeling is highly developed in Bermuda, where the portfolio approach to underwriting means modeling is central to a company's operations. Rick authored the report on internal economic capital modeling published in December 2008 by the Bermuda Monetary Authority, which summarizes his approach to modeling theory and practice 1. Rick has a a deep knowledge of regulatory modeling requirements in Australia and elsewhere, including FSA 2, Lloyd's and Solvency 2 guidelines. Rick has carried out extensive reviews of some of the portfolios of sub-prime debt that precipitated the global financial crisis. In addition to the traditional actuarial areas of reserving, pricing and capital management, Rick been project leader on a number of mergers and acquisitions in a range of countries, and have written extensively on M&A theory and practice. Rick also has experience in establishing alternative distribution channels for insurance products.

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