Skills & methodologies
Expertise
I select analytical tools in response to the data, research design and professional questions at hand.
Data Science & Statistical Modelling
I treat analytical work as one integrated process, from understanding data sources and preprocessing to model evaluation. Particular attention is given to variable operationalisation, missing data, modelling assumptions and interpretable conclusions.
Methods & competencies
Tools
Data Engineering & Business Intelligence
Reliable analysis begins with robust data preparation. My SQL Server work has involved managing data structures, developing queries and stored procedures, and producing consistent analytical datasets.
Methods & competencies
Tools
Information Technology & Software
I use programming to support data access, processing and automation of repetitive tasks, particularly in data-centric applications and analytical workflows.
Methods & competencies
Tools
Geospatial Analysis
Examining the geographical distribution of economic and social indicators supports the interpretation of territorial inequalities. Consistent geographic identifiers and aggregation effects are important methodological considerations.