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Predicting the Unpredictable: Machine Learning at the Heart of Crisis Simulations
Oleg Bogatchev
Head of Risk Data Analytics
How can financial institutions prepare for the next crisis before it happens? How can they anticipate the impact and guide clients toward actions that protect not just their own portfolios, but the stability of the broader market?
Join Oleg Bogatchev and Victor Deplasse as they present a powerful simulation tool developed within Euroclear’s Risk Management division, designed to test institutional resilience under extreme market conditions.
This innovative platform blends machine learning, deep analytics, and streamlined algorithmic logic within a deterministic, dynamic, and discrete simulation framework. It models the cascading effects of financial shocks and evaluates risk exposure across the enterprise with precision and adaptability.
The session will explore the tool’s technical foundations, evolution, key challenges, and its approach to accuracy and reliability.
Whether you're in risk or technology – we hope to offer valuable insights into building future-proof financial systems.
Victor Deplasse
Data Scientist
How can financial institutions prepare for the next crisis before it happens? How can they anticipate the impact and guide clients toward actions that protect not just their own portfolios, but the stability of the broader market?
Join Oleg Bogatchev and Victor Deplasse as they present a powerful simulation tool developed within Euroclear’s Risk Management division, designed to test institutional resilience under extreme market conditions.
This innovative platform blends machine learning, deep analytics, and streamlined algorithmic logic within a deterministic, dynamic, and discrete simulation framework. It models the cascading effects of financial shocks and evaluates risk exposure across the enterprise with precision and adaptability.
The session will explore the tool’s technical foundations, evolution, key challenges, and its approach to accuracy and reliability.
Whether you're in risk or technology – we hope to offer valuable insights into building future-proof financial systems.
How can financial institutions prepare for the next crisis before it happens? How can they anticipate the impact and guide clients toward actions that protect not just their own portfolios, but the stability of the broader market?
Join Oleg Bogatchev and Victor Deplasse as they present a powerful simulation tool developed within Euroclear’s Risk Management division, designed to test institutional resilience under extreme market conditions.
This innovative platform blends machine learning, deep analytics, and streamlined algorithmic logic within a deterministic, dynamic, and discrete simulation framework. It models the cascading effects of financial shocks and evaluates risk exposure across the enterprise with precision and adaptability.
The session will explore the tool’s technical foundations, evolution, key challenges, and its approach to accuracy and reliability.
Whether you're in risk or technology – we hope to offer valuable insights into building future-proof financial systems.
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