Case Studies
Five projects spanning data strategy, modeling, and the infrastructure that makes both usable.
A Daily Analytics Briefing for Editorial Teams
A scheduled pipeline that turns scattered publisher data into a plain-language daily briefing for editorial teams, no dashboard required.
Predicting Publisher Churn
A Random Forest model to identify at-risk publisher accounts before they churn, built as part of a Data Science certificate capstone.
Designing a Revenue Intelligence Engine
A data strategy capstone on consolidating scattered data sources into a system built for retention, expansion, and partnership scaling.
Getting Warehouse Data into the Hands That Need It
A weekly pipeline that turns raw warehouse metrics into plain status labels inside HubSpot, so the customer success team sees publisher health without needing to interpret a number themselves.
Multi-Tenant Subscriber Event Pipeline
An event-driven system that routes subscription changes across multiple publisher sites to the right downstream tools in real time — segmentation, fulfillment alerts, and audit logging included.