I use data and interviews to tell stories about universities with a current focus on deficiencies in administrative response to identity-based harm, protest-related activity, and campus safety failures.

Core Capabilities

PhD-level analysis creates auditable rules and protocols for AI-assisted incident processing. Student interviews provide insight into lived experience and aid in filling record gaps.

Explore Core Features

The Pipeline

See the process from source to structured output. When source documents fall short, questions turn into FOIA requests, comment outreach, and interviews with the people involved.

Follow the Pipeline

For You

Resources for participants, researchers, and funders — whether you want to share your story, study institutional response, or invest in change, this research supports clarity, care, and impact.

Find Your Path