Visualization
Charts that make a point
Visualization is an argument, not decoration. Each piece answers one question for a specific audience — open one to see it embedded live or linked out to Looker, Tableau, or the data app behind it.
chart preview
Cohort retention heatmap
How retention decays across signup cohorts — and where a product change bent the curve.
PlotlyPython
View→chart preview
Funnel drop-off explorer
An interactive funnel that lets stakeholders slice drop-off by channel and device.
D3React
View→chart preview
Forecast vs. actuals
Prediction intervals against realized demand, annotated with the events that moved it.
matplotlib
View→chart preview
Geo demand map
Regional demand intensity with a time slider — built for a non-technical audience.
Tableau
View→chart preview
Experiment results dashboard
Lift, confidence intervals, and guardrails in one view the team checks every morning.
PlotlyDash
View→chart preview
Feature importance story
SHAP values reframed as a plain-language narrative for stakeholders.
SHAPmatplotlib
View→