Research and analysis on labor market dynamics, workforce supply and demand, participation rates, and employment patterns across industries and regions.
Designed a geospatial Power BI dashboard using proxy data, integrating GIS tools and shapefiles to analyze and visualize skilled trades labour market trends. Delivered interactive, map-driven insights to support decision-making across regions and occupations.
Watch Demo →Applied counterfactual economic modelling on 2M+ labour force records to quantify the impact of migration on Alberta's labour force participation. Produced a structured analytical report using R Markdown, translating complex results into clear, policy-relevant insights.
View Report →Owned and delivered Hiring Demand Bulletin, providing a comprehensive view of labour demand across regions and industries. Synthesized large-scale labour market data into concise, executive-ready insights for stakeholders.
View Report →Automated data pulling and report generation for 18 industry profiles, processing 2M+ rows of data. Built a scalable data pipeline that reduced reporting time from approximately one month to a single execution — a 95%+ efficiency gain — while improving consistency and reliability.
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