Projects
Exploring workforce analytics with AI tools, public data, and open methods.
A collection of research initiatives exploring workforce analytics, data engineering, and HR technology applications.
Point-in-time analysis of public hiring data across Canada's Big 5 banks, visualizing ~5,289 estimated open roles through interactive dashboards and a filterable data explorer built on publicly accessible job listing data.
View ProjectThe original WARLAB People Analytics dashboard — a full ETL pipeline from simulated Workday data through AWS (S3 → Glue → Redshift) to an interactive ECharts dashboard. Includes data generation, schema design, load scripts, QA validation, and a Lambda-powered dashboard extractor.
View ProjectA ground-up rebuild of the HR Datamart using a proper star schema architecture. Features 14-table Workday HRDP feed simulation, SCD Type 2 dimensions, advanced synthetic data generation with realistic employee lifecycles, and a modernized analytics dashboard.
View ProjectSimulated Workday-style HR data generator and AWS deployment pipeline for a 10,000-employee financial services organization. Generates 40,000+ transactions across core HR, job movements, compensation changes, and worker movements with full CloudFormation infrastructure-as-code.
View ProjectA comprehensive inventory of 4,075 tasks across 15 financial services functions with a 3-tier AI exposure assessment framework. Layers peer-reviewed classification (Eloundou E0/E1/E2), empirical success rates (Anthropic Economic Index), and forward-looking agentic potential indicators — each with transparent source attribution.
View ProjectAn HR-focused assessment for regulated financial institutions examining Microsoft's three AI capability tiers — when each one fits, where the governance boundaries are, and why Copilot Cowork may represent the practical sweet spot between standard Copilot and the full custom-agent development of Copilot Studio.
View ProjectAn interactive prompt library and enablement platform for Microsoft 365 Copilot, featuring 157 curated prompts across HR, Corporate Real Estate, Marketing, Procurement, and a Universal Toolkit — with filtering, personalization, workflow assembly, and adoption tracking tools.
View ProjectAll WARLAB resources are published under the project's open educational framework. Templates, reference architectures, and methodology documentation are available in the GitHub repository.
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