flagship field record
Partner Analytics Platform
I worked at TalkingPoints from 2022–2026. Each project lists its own dates, so some begin later within that span.
- Problem
- School partners and internal teams needed answers without a queue of ad-hoc requests.
- My role
- Built partner-facing and internal analytics systems.
- Shipped
- Role-aware Tableau reporting plus Sigma and Streamlit self-service tools.
- Proof · 2026-07
- More than 50% fewer ad-hoc requests across five-plus enterprise partners.
Public systems
In-app analytics consulting, custom enterprise partner Tableau dashboards, internal self-service via Sigma and Streamlit. Laid the foundation for AI-powered analytics starting with an MCP server that let stakeholders chat directly with our warehouse.
Materials & technology
Links
Frequently Asked Questions
How do you design analytics for users who aren't data-savvy?
Start with their questions, not with data. What decision are they trying to make? What would change if the number was higher or lower? Build the simplest thing that answers that question, then iterate based on what they actually do with it.
How do you balance custom partner requests with scalable solutions?
Every custom request is a signal about what should be productized. When OCPS needed cluster reporting, I built it in a way that could extend to any partner with regional structures. The extra upfront effort paid off when other partners asked for the same thing.