Projects

Side projects: mostly excuses to try something new in Python and TypeScript.

1. 2026 PythonData analysisGaming

   Jungle Pathing Analyzer

   Reconstructs League of Legends jungle paths from timeline data: position interpolation with A* pathfinding on the game navgrid.

2. 2026 JavaScriptFull-stack web

   Chess with Friends

   Multiplayer chess web app, built so a group of friends could play each other in one place.

   Repo

3. 2026 PythonOptimizationMachine learning

   FPL Optimizer

   AI-powered Fantasy Premier League squad selector: multi-period MILP optimization with LightGBM and ensemble predictors.

   Repo

4. 2025 PythonData analysis

   League Analysis

   Exploratory analysis of League of Legends match data: patches, builds, win rates.

   Repo

5. 2025 PythonKnowledge graphsRDF

   League Knowledge Graph

   An RDF/OWL knowledge graph of League of Legends coaching advice: 108 coaches, 3,045 advice entries with full provenance.

   Repo

6. 2025 JupyterPython

   Vastgoed Analysis

   Notebook exploring Belgian real-estate listings: price per region, time on market.

   Repo

7. 2024 TypeScriptVercel

   Mario's Bierkelder

   Shop site for a friend's craft-beer cellar. TypeScript and Vercel.

   Repo Live

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