Portfolio

Revenue Analytics · Customer Success · BI

Propensity to Expand Framework

An expansion scoring framework built for a Customer Success org — covering scoring methodology, signal selection, data analysis, and operationalization.

Recruiting Analytics · BI · Data Engineering

Recruiting Analytics Case Study

A full-stack analytics exercise — data cleaning, ETL logic, a recruiting dashboard, and a KPI framework built from two messy source datasets.