Ghadeer Al-Kulabi

Analyzed automotive market data from Tilastokeskus to track EV
adoption rates and consumer shift patterns in Finland; processed
10+ years of vehicle registration data using SQL queries and Python
statistical analysis
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Created Power BI visualizations showing consumer transportation
trends and electric vehicle market penetration, enabling
infrastructure planners to anticipate charging network requirements
and regional demand hotspots
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Provided clear data-driven insights on EV adoption trends, directly
informing infrastructure investment decisions and resource
allocation for municipal and private sector stakeholders

Analyzed demographic datasets from Statistics Finland
(Tilastokeskus) covering 15+ major Finnish cities, processing 500K+
records across income distribution, migration patterns, and
employment metrics using PowerBI
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Built interactive Power BI dashboards visualizing socioeconomic
disparities, enabling public sector stakeholders to identify
municipal funding priorities; dashboards now show clear structural
differences in income distribution and employment rates across
regions
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Delivered actionable insights on geographic inequality, providing
government and public sector decision-makers with data-backed
evidence for policy focus areas in underserved municipalities