AI, Data & UX-Driven Product Growth
I turn messy, raw data into clear, actionable products — dashboards, visualizations, and analytics built right into your app or admin panel. (I've owned analytics products processing billions of events a day, and built ViziAI, which turns lab PDFs into readable trends.)
Not another dashboard nobody opens — data people actually use to decide.
Clear, fast dashboards — Metabase or custom — designed for decisions, not decoration.
Data features built into your app or admin panel, where your users and team already are.
North Star, funnels, and the input metrics that actually move the business.
Enable non-technical teams to answer their own questions with data.
The right metric, up front. Clear hierarchy, honest charts, and a design that makes the next action obvious — for founders and non-technical teams alike.
Start from the decision you need to make — then build backwards to the data.
Every step tied to a decision you're trying to make.
What decision needs data? We start there, not with the tools.
Pull the sources together into one trustworthy model.
Dashboard or in-product — clear, honest, and easy to read.
Your team answers its own questions from then on.
A few analytics and data systems I owned in production.
Sole PM for the flagship analytics products processing billions of streaming events daily.
Modular dashboard UI from a 450-ticket backlog — 200 closed in a week, 80% voluntary adoption in 4 weeks.
Built a cloud data lake + Metabase so non-technical teams could answer their own questions.
Granular churn analysis surfaced a 10-minute drop-off; the redesign it drove cut it from 25% to 7%.
Tell me what you're trying to measure or decide. I'll reply with whether I can help and what the first step looks like.