Renato Guerrieri leads Quantitative Strategy within Downing’s Liquid Alternatives division, developing systematic and AI-driven frameworks for multi-asset and defensive investment strategies. His work focuses on the application of machine learning, scenario simulation, and quantitative risk modelling to enhance portfolio construction and decision-making. Before joining Downing, Renato spent five years at Deutsche Bank, followed by senior buy-side roles where he built quantitative infrastructure and analytics platforms from the ground up. He holds a BSc in Banking & Finance and an MBA, and has been actively involved in research bridging finance and artificial intelligence. Renato’s current work explores practical integration of large language models (LLMs) and sentiment analysis into investment processes — aiming to make advanced quantitative techniques more transparent and actionable for investors.
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