At QNB Financial Services, I lead quantitative risk oversight for market making, liquidity provision, electronic trading, and Qatari ETF activity. I've built risk frameworks covering inventory, execution, liquidity stress, quote quality, pre-trade controls, margin financing, and algorithmic trading, while partnering with QIA and QSE on Qatar's planned derivatives market.
Previously, I led cross-asset risk governance and a 16-person analytics team at Société Générale CIB, and managed structured equity, strategic equity, hybrid, and exotic derivatives risk at Crédit Agricole CIB and Société Générale. My experience spans transaction review, valuation challenge, stress testing, model risk, collateral, liquidity, and capital-markets operating models.

