Curated reading list for intelligence professionals, covering geopolitics, maritime security, and strategic analysis

Python tool connecting geopolitical news to currency movements. Scrapes headlines, analyzes sentiment, measures FX impact. Built for traders/analysts seeking edge from political events. Features NLP sentiment, interactive viz, historical correlation engine. Live demo in Jupyter notebook.

Production-grade ML signal intelligence engine for quantitative trading. Powers real-time XGBoost inference across 100 S&P 500 tickers, 4-agent decision governance, algorithmic drift detection with automatic exposure scaling, and geopolitical risk overlay via live news APIs.

End-to-End Python implementation of Mukhia et al.'s (2025) methodology for detecting political risk transmission in stablecoin markets. Implements dynamic programming for endogenous breakpoint detection, Empirical Mode Decomposition, Cholesky-identified structural shocks, and AAFT surrogate validation to quantify political uncertainty spillovers.