We merge applied engineering with ethical inquiry to expose hidden data flows and design frameworks that strengthen trust, transparency, and accountability across digital ecosystems.
Our research explores how interconnected technologies — APIs, data infrastructures, and consumer devices — collect, transmit, and interpret information.
Investigating how consumer devices, CTV platforms, and advertising SDKs transmit data across networks. Our telemetry mapping identifies opaque behaviors and supports privacy-centric design standards.
Studying the transparency and accessibility of institutional APIs — civic, governmental, and regulatory datasets — to inform equitable, accountable data governance. Active projects: PEPI Index & Civic Forecast.
Through initiatives such as Data Privacy Today — including our “What You Need to Know in 90 Seconds” series — we transform technical research into accessible public education.
Built on public data infrastructure — from live indices to investigative telemetry work.
A real-time composite tracking U.S. trade-policy pressure on domestic markets, applying weighted scoring across 15+ public government data sources — BLS, Census FT-900, USITC HTS, the Federal Register, and FRED, among others.
Mapping cross-device surveillance and API telemetry in Connected TV ecosystems — identifying opaque data relationships within advertising SDK networks across Roku, Fire TV, Android TV, and Smart TV environments.
Structured signals surfaced from public legislative, regulatory, and administrative data — giving organizations advance visibility into policy shifts before they move markets.
API-based public data analysis examining how FOIA intersects with modern government API architectures, and what it means for institutional accountability.
We combine empirical analysis with system-level inspection. All experiments are performed in controlled, consented data environments and documented for peer review and open publication.
We work with institutes, journalists, and industry partners advancing data ethics, privacy innovation, and API standardization.
