Portfolio

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Examples

Sargassum Coastal Exposure Forecast — Barbados (Live App)

Lagrangian particle model forecasting sargassum washup probability around Barbados. 10,000 virtual rafts advected with RK4 integration through synthetic ocean currents and wind fields. Interactive Dash app with coastal risk heatmap and polar exposure profile. Source code

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Pitch Control & OBSO Dashboard - Metrica Sample Data (Live App)

Implementation of Spearman’s (2018) Off-Ball Scoring Opportunity model. Visualises pitch control decomposition into transition, control, and scoring probability surfaces. Source code

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xG Model Dashboard - La Liga 2015/16 (Live App)

Built an Expected Goals (xG) model using StatsBomb open data. XGBoost with isotonic calibration, SHAP explainability, and interactive Dash visualisations. Source code

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Machine learning

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Data analysis in particle physics (GitHub-hosted Colab notebooks)

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Public speaking (University of Oxford Thinking 3D Exhibition)

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Links

• CERN Future Circular Collider feasibility study (GitHub)
• Data analysis on the LHCb experiment (paper on arXiv)
• FameLab International Final (public speaking)