Experience & Education

• Conduct spatial analysis and geoprocessing for mobility, accessibility and planning studies, including isochrones, catchments and network-based indicators.
• Perform spatial analysis using GOAT — accessibility heatmaps, walkability indicators, public transport quality classes and scenario-based planning analyses.
• Use QGIS for spatial data processing, cartographic map production, digitising, georeferencing and geoprocessing workflows.
• Prepare, clean and integrate spatial datasets using PostgreSQL/PostGIS, with a focus on data quality, documentation and reproducible workflows.
• Develop Python-based geoprocessing tools using GeoPandas, Pandas, Shapely and GDAL/OGR for spatial analytics, automation and reporting.
• Create and maintain technical documentation for the GOAT platform, supporting onboarding, workflow guidance and knowledge sharing.
• Produce cartographic outputs and written reports for municipal and regional planning stakeholders.

Formal MSc Internship (Pflichtpraktikum) — RWTH Aachen University
Supervised by Dr.-Ing. Andreas Witte & Prof. Dr.-Ing. Tobias Kuhnimhof

• Performed accessibility and walkability analyses for cities including Augsburg, Amberg and Düsseldorf using GOAT.
• Calculated public transport quality classes (ÖV-Güteklassen), Walkability Index and local accessibility heatmaps.
• Modified SQL scripts to replace circular buffer methods with pedestrian network isochrones, improving measurement precision.
• Conducted scenario analyses for shared mobility expansion and parking facility optimisation.
• Presented findings to university supervisors and company stakeholders.

• Supported customer service at checkout and on the sales floor.
• Assisted with shelf replenishment, stock handling and daily store operations.

• Supported warehouse operations, inventory control, quality checks and order packing.
• Coordinated shift activities in a fast-paced operational environment.
• Assisted with customer support and day-to-day fulfilment workflows.

Vertiefung: Railway Systems Engineering · Supervised by Univ.-Prof. Dr.-Ing. Tobias Kuhnimhof

Master's Thesis (in progress — submission July 2026)

Bewertung der Erreichbarkeit von Einzelhandelsgeschäften mit bestimmten Verkehrsmitteln in ausgewählten deutschen Städten
Evaluation of Mode-Specific Retail Accessibility in Selected German Cities

Computing cumulative-opportunity accessibility to retail categories across 3–5 German cities using r5py (R5 routing engine) for all transport modes (car, bike, foot, public transport). Accessibility is modelled on a 100 m grid, aggregated to the 1 km Zensus 2022 census grid for comparison with socioeconomic indicators (income, unemployment, age, migration background, car ownership). Spatial patterns and inequalities are assessed through bivariate mapping and Spearman correlation. Results visualised in QGIS with maps, tables and figures.