Data Scientist Intern (Dutch GeoConsulting)
Built an unsupervised machine learning pipeline to develop a socio-economic typology of Walloon municipalities. Engineered and prepared socio-economic datasets using Python libraries for clustering workflows. Validated clustering quality using Silhouette Score and produced visualizations for strategic interpretation. • Implemented data engineering steps in Python (Pandas, Scikit-Learn). • Ran unsupervised clustering to derive municipality profiles. • Computed Silhouette Score for robustness evaluation. • Created visual outputs to support decision-making.