Edoardo Carroccetto

Edoardo Carroccetto

Data Scientist at Italdesign. MSc in Stochastics & Data Science. Interested in causal ML, survival analysis and explainability.

Machine Learning Model for Geopolitical Risk

Summary

Research project in collaboration with the University of Turin, Ministry of Foreign Affairs, and Intesa San Paolo.

Highlights

  • Neural network model for geopolitical risk forecasting
  • Interactive visualization for risk exploration
  • Application of gradient-based explainability methods

Technologies

Python, PyTorch, Grad-CAM, Plotly, Dash