Projects

Research & Resources

Exploring workforce analytics with AI tools, public data, and open methods.

Active Projects

A collection of research initiatives exploring workforce analytics, data engineering, and HR technology applications.

Complete

HR Datamart V1

The 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.

AWS Redshift Glue Python ECharts Lambda
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Active

HR Datamart V2

A 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.

AWS Redshift Star Schema Python SCD2 ECharts
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Complete

HR Workday Data Pipeline

Simulated 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.

AWS CloudFormation S3 Glue Python Workday
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Complete

People Analytics Pattern Catalog

A comprehensive catalog of 93 Microsoft Fabric analytics patterns across 8 HR domains — from Workforce Planning to DEI & Belonging — with an interactive pattern builder and Streamlit exploration app for assembling custom analytics solutions.

Microsoft Fabric OneLake Streamlit Python People Analytics
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Complete

Fabric Learning Paths

An interactive, role-based learning guide for teams adopting Microsoft Fabric. Maps learning paths by role — data engineers, analysts, scientists, admins — with certification alignment, training resources, and conference session recommendations.

Microsoft Fabric Learning Design Certifications HTML/JS
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Complete

Financial Services Task Inventory

A comprehensive inventory of 1,545 financial services tasks organized in a 4-level hierarchical taxonomy. Each task is scored across multiple dimensions to support automation assessment and workforce planning, with an interactive explorer for drill-down analysis.

Financial Services Task Analysis Taxonomy Workforce Planning
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Published Resources

All WARLAB resources are published under the project's open educational framework. Templates, reference architectures, and methodology documentation are available in the GitHub repository.

Browse on GitHub