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@@ -574,7 +574,8 @@ <h2 class="section-title">Research</h2>
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<div class="research-icon"><i class="bi bi-graph-up-arrow"></i></div>
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<div>
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<p class="research-title">Regime Switching in Political Risk</p>
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<p class="research-meta">Research Engineer &middot; Sep 2024 – Present</p>
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<p class="research-meta">Research Engineer &middot; Sep 2024 –
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May 2026</p>
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<p class="research-body">
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Replicated a state-of-the-art regime-switching paper and produced new results on political risk ratings data. Developed statistical jump models and graph auto-encoder approaches, with XGBoost classifiers achieving out-of-sample recall of 0.6–0.9 across regimes. Used Hyperopt for model optimisation. Statistical analysis confirms distinct regimes in political risk time series. Extended abstract accepted at an AI in Business conference.<sup><a href="#ref1" id="src1">1</a></sup>
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</p>

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