How to Read This Site

Finding Your Way Around

The left navigation separates the site into five areas: About Me, Projects, Resume, Thoughts, and How to Read. Projects contains the detailed case studies; Resume provides a concise career overview; and Thoughts contains shorter notes about data, analytics, and the work behind the projects.

Reading the Case Studies

Each case study follows the same seven-part structure: Executive Summary, Business Problem, Solution Architecture, Data Modeling, Pipeline & Engineering, Analytics & Deliverables, and Results & Impact.

The consistent format makes it easy to move from the problem and stakeholders through the technical decisions to the final outcome. Interactive demos use synthetic data so the experience can be explored without exposing agency information.