Quant-ED Consulting

Data engineering and AI for education research

Quant-ED is a consulting and contracting practice that builds technology for people working to understand — and improve — education. We combine a decade of education policy research experience with deep software and data engineering expertise to deliver systems that research teams, districts, and education organizations actually use.

We specialize in:

Education data collection & processing — web-scale scraping platforms, ETL pipelines, and validated datasets built on sources like NCES Common Core Data

Data visualization — dashboards, maps, and reporting that make findings legible to researchers, boards, and legislators

Education access technology — multilingual, offline-tolerant, accessible tools that meet educators and students where they are

Education research support — study design, econometric analysis, and the full data life cycle from collection to publication

AI integration workflows — retrieval-augmented generation, LLM batch pipelines, and human-in-the-loop review systems built for research rigor

Introducing Quant-ED

2026-07-18

Quant-ED is not quite open for business, but we are working toward that eventuality as opportunities arise. In the meantime, we are accumulating projects and experience under the Quant-ED umbrella.

We're currently a small consultancy built to bridge specific gap we kept running into: education researchers and education-access organizations need serious data infrastructure — collection pipelines, processing systems, visualization, and increasingly AI workflows — but that kind of engineering rarely exists inside research centers, districts, or nonprofits.