Portfolio
Case Studies
These case studies draw on projects I have worked on in organizational research, people analytics, and business operations. Each case explains the problem, the analysis, and what the findings mean in practice.
-
People Analytics · Motivation
Analyzing How Manager Feedback Influences Employee Behavior
Managers who mostly point out mistakes get seen as impossible to please — and that perception pushes employees toward self-protection instead of their best work.
-
People Analytics · Selection
Selection Assessment Analysis
A retail company wanted to replace unstructured interviews with an evidence-based hiring process. I evaluated their assessment items for predictive validity and adverse impact.
-
Business Intelligence & Analytics
Centralizing organizational revenue reporting in Power BI
Leadership relied on disconnected monthly spreadsheets across programs. I replaced it with a centralized Power BI dashboard built on a star schema, cutting reporting time by 89%.
-
People Analytics · Pipeline
Finding where leads drop off in a multi-stage pipeline
The biggest drop was at the very first stage. One applicant source converted at three times the rate of any other — and the data made it clear where to focus.