
Giovanni Dall'Aglio
Scientist · Essayist · Piano Composer
Where Algorithms Meet Humanity
Statistics and artificial intelligence are not merely technical tools, but cognitive paradigms capable of modeling uncertainty and generating new forms of knowledge. Through predictive models, probabilistic risk analysis and machine learning techniques, we investigate complex systems in engineering, finance and medicine, while intertwining these methods with psychology, philosophy of work and music. I believe that true innovation emerges from the encounter between mathematical formalization and humanistic sensitivity: not only to optimize processes, but to understand how algorithms and data are reshaping our experience of reality.
MY EXPERTISE
AI & Data Science
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Machine Learning & Deep Learning
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Generative AI & Predictive Modeling
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Monte Carlo & Simulation-Based Inference
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Advanced Data Visualization & Storytelling
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Python, R & Open-Source Computational Tools
Risk, Finance & Complexity
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Quantitative Finance & Actuarial Modeling
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Risk Analytics (credit, market, operational, systemic)
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Copulas, Dependence & Extreme Value Theory
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Probabilistic Forecasting & Stress-Testing
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Simulation of High-Impact and Complex Scenarios
Complex Systems & Engineering Intelligence
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Modeling and simulation of complex and adaptive systems
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AI-driven design and optimization (engineering & shipbuilding)
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Digital twins & predictive simulations
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Uncertainty quantification in large-scale projects
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Human–machine interaction in engineering design
