Industry Experience
15+ years combining quantitative finance, trading, risk management, and strategic consulting across leading global institutions.
Companies
| Company | Role | Location | Period |
|---|---|---|---|
| Goldman Sachs | Executive Director, Global Markets | London | 2009-2012 |
| Man AHL | Quantitative Research & Portfolio Management | London/Zurich | 2012-2014 |
| ING Group | Joint Professor, AI Research | Amsterdam | 2021-Present |
| Credit Suisse | Senior VP, Regulatory Projects | Zurich | 2012 |
| Bank of America | Associate, Global Markets | London | 2007-2009 |
| BCG | Summer Associate | Dusseldorf | 2002 |
| Quoniam | Strategic Partner, AI Research | Frankfurt | 2016-Present |
| QCAM | Currency Asset Management | Zurich | 2017-2020 |
| Candor Partners | Share Buyback Research | London | 2023-Present |
| Deutsche Boerse | Collaboration Partner, Narrative Digital Finance | Frankfurt | 2024-Present |
| Oliver Wyman | Summer Associate | Frankfurt | 2001 |
Strategic Institutional Partnerships
European Central Bank
European Central Bank - Cooperation Partner
Collaborating on AI and data science initiatives for financial supervision. Research focus on AI applications for ECB’s supervisory tasks. Contributing to regulatory innovation and supervisory technology development.
Bank for International Settlements
Bank for International Settlements - Cooperation Partner
Deutsche Boerse
Deutsche Börse - Collaboration Partner
Partnering with Deutsche Börse’s Quantitative Research team on narrative digital finance projects funded by Swiss National Science Foundation. Research focus on high-frequency trading and market microstructure.
Additional Strategic Partners
ING Group - Joint Professorship
May 2021 – Present
University of Twente - ING Collaboration
Partnership with ING Group’s Global Analytics team on AI-driven finance research including synthetic data generation, risk management, Large Language Models, reinforcement learning applications, and credit risk early warning systems. Joint supervision of MSc students and collaborative research projects.
September 2023 – Present
MSCA Industrial Doctoral Network on Digital Finance
September 2023 – Present
MSCA Industrial Doctoral Network on Digital Finance
Engaged in data science and statistics research exchange to enhance global financial analysis. Contributing expertise on AI applications in central banking and financial stability.
January 2024 – Present
SNSF Narrative Digital Finance Project
Additional Strategic Industry Partners
Quoniam Asset Management (2016–Present) - AI-driven portfolio optimization and predictive analytics, NLP in financial markets.
QCAM Currency Asset Management (2017–2020) - Development of currency overlay asset management products.
Key Achievements
- Led quantitative trading strategy development at Man AHL (USD 50B+ AUM)
- Developed equity derivatives algorithmic trading at Goldman Sachs
- ING Joint Professor – bridging academic research and industry applications
- Deutsche Boerse collaboration on high-frequency trading research
- Share buyback research featured in Harvard Law School Forum
- Publications in Harvard Law and Columbia Law School blogs
- ECB and BIS cooperation on AI in financial supervision