Network Science

RiskSentinel - Agentic Systemic Risk Simulator featured image

RiskSentinel - Agentic Systemic Risk Simulator

Multi-agent systemic risk simulator for financial contagion analysis on 210 S&P 500 stocks, built for Microsoft AI Dev Days Hackathon 2026 and deployed as an interactive Streamlit …

Network Topology Analysis and Machine Learning Techniques for Systemic Risk Prediction in U.S. Equity Markets

Leveraging Graph Neural Networks (GNNs) and complex network theory to detect early warning signals of systemic risk in financial markets.

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Stefano Blando
NLP & Semantic Network Analysis featured image

NLP & Semantic Network Analysis

Technical implementation of the JADT paper pipeline, integrating multilingual preprocessing, topic modeling, correspondence analysis, semantic spaces, sentiment modules, and …

Network Topology Analysis for Systemic Risk Prediction featured image

Network Topology Analysis for Systemic Risk Prediction

Financial machine learning project combining dynamic correlation networks, graph neural networks, and trading backtests to detect systemic risk in U.S. equity markets.