ArcPy PyQGIS Python
GIS Automation with ArcPy & PyQGIS

Automation scripts for ArcMap and QGIS that handle repetitive spatial tasks — filtering, batch processing and element lookup across large datasets. Using ArcPy and PyQGIS reduces hours of manual work to a single script run.

QGIS Network vectorisation
Water & Sewer Network Vectorisation

Vectorising water and sewer networks was one of my most frequent tasks at the start of my GIS career. After many such projects I can say that you do not need to know every component of these systems inside-out to map them correctly in GIS — but it certainly helps. Precision, consistency and understanding of network topology are what matter most.