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David Wright
Head of Quantitative Investing at Pictet Asset Management, specializing in machine learning and AI-driven systematic equity strategies with experience building and running quant-driven ETFs and models.
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Dec 17, 2025
• 1h 1min
The Alpha No Human Can Find | David Wright on Machine Learning's Hidden Edge
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David Wright, Head of Quantitative Investing at Pictet Asset Management, specializes in machine learning for investment strategies. He discusses how AI and machine learning enhance stock forecasting with features and decision trees. David contrasts machine learning with large language models, highlighting the importance of interpretability. He explains the role of human judgment in portfolio management and the necessity of robust data selection. Ultimately, he shares insights on feature construction, preventing overfitting, and the ideal investment horizons for machine learning.
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