Projects

Everything I've built, newest first.

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7 of 7 projects

Predicts when borrowers default with a competing-risks hazard model, then approves loans on expected profit rather than accuracy.

PythonDuckDBSQLscikit-learnSurvival AnalysisCredit RiskData Processing

Browser-based guitar tab editor with rendered notation, MIDI/audio import, and synth playback.

PythonFastAPIReactTypeScriptData ProcessingData Visualisation

The engine behind Tab Renderer's audio import: guitar audio in, notes with string, fret and technique out.

PythonPyTorchDeep LearningData ProcessingMusic

A decision dashboard for the FIFA World Cup 2026 Fantasy game, built on reverse-engineered feeds.

TypeScriptReactPostgreSQLDrizzleSports AnalyticsData VisualisationData Processing

Packs 3D cuboids with extreme-point heuristics plus a genetic algorithm, benchmarked against real warehouse pick jobs.

PythonNumPyPlotlyGenetic AlgorithmsOptimisationLogisticsData Processing

Interactive module-dependency flowchart for UCL Natural Sciences students, with a built-in timetable view.

JavaScriptHTMLCSSPythonData VisualisationData Processing

Reproduces and tests a CNN that predicts fruit dry matter content from NIR spectra.

PythonJupyterDeep LearningChemometricsData Processing