LFED Research Project
Open-source K-12 accountability analytics.
A two-phase EDM/LA research plan built on a real, working K-12 education data stack. Looking for a co-author or case-study partner.
Project overview
60-second read: what the project is, what's been built, what's planned, and why it matters. The right starting point for new visitors.
Visual explainer
7-section scrollytelling walkthrough of the project, the case study, and the ask. Interactive diagrams, click-to-expand arcs, role toggle.
Research synthesis
The literature we've worked with, the case-study plan, K12-Bench, and the questions where collaborator input would change the work.
Strategic pressures
The 4 risks we identified, the decisions we made, the trade-offs we accepted, and what we want feedback on. Candid and open to pushback.
See the actual stack
This isn't a research prototype. It's a shipped, open-source system with real users.
Want to talk?
If you're at a CA district that might test the system, even informally — reply. If you're a CS-ed or LA researcher who'd review or co-author — 30 min on a call would shape the paper. If you've starred the HF Space or commented on the model — I'm casting a wide net.
Send an email →