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End-to-End Python econometric pipeline for modeling geopolitical risk in international trade using advanced Bayesian filtering, high-dimensional fixed effects, and split-panel jackknife inference. Replicates Hardwick's (2025) methodology with full robustness testing and automated reporting.
Forsyt is an AI-powered, real-time geopolitical risk intelligence platform built specifically for Indian financial markets. It transforms global and regional news into the localized "India AI-GPR Index" to assess risks across trade corridors, sectors, and investment portfolios.
🌏 Track geopolitical risks in the Taiwan Strait with our automated Tension Index Dashboard, turning data into clear insights for peace advocates and researchers.
Scenario-based analysis of global oil market supply–demand balances, OPEC+ policy sensitivity and geopolitical risk drivers, using OPEC, EIA and OEUK data.
Open-source threat intelligence console. AGPL-3.0. Signals across cyber, geopolitical, infrastructure, climate, health, and finance. DE + EN editorial.
ML system analyzing how geopolitical events affect companies. 4-model pipeline with 163 gold-labeled + 439 weakly-supervised examples. Direction accuracy ~90%, channel prediction ~62% top-2. Built on WEF framework.