AI Analytics
An independent research and engineering studio. We build measurement infrastructure for the open internet, primary-source federal reference systems, and post-quantum communications — led by curiosity and shipped as open data or open-source. Operating since 2020.
Three flagship projects span different domains: an internet-censorship observatory across 200 countries (Voidly), a unified reference for US federal regulatory data (Federal Data Hub), and a post-quantum encryption SDK for autonomous drone fleets (Swarm). Beyond the flagships we run an OSINT pipeline at scale, statistical election-anomaly tooling, and a steady stream of technical writing and intelligence briefs. Work is self-directed and cross-domain by design.
Projects
- Voidly — Global Censorship IndexOpen data · CC BY 4.0
- Real-time, evidence-backed measurement of internet censorship across 200 countries. ML-based detection of throttling, DPI filtering, and routed BGP blocks; 7-day shutdown forecasting; a public dataset purpose-built for journalism, research, and human-rights work. 2.2 billion network measurements, 1,574 verified incidents catalogued to date. Probes across 37+ autonomous-system vantage points.
- US Federal Regulatory Data HubOpen data · CC0 1.0
- Unified reference for US federal regulatory records — SEC, FDA, OFAC, DOJ, EPA, CFPB, IRS, USAspending, NHTSA, FAA, CFTC, FEMA, NOAA, CDC, NIST, and 30+ other agencies. 144 datasets, 12.3M+ canonical record URLs, daily refresh, REST + JSON-LD + Model Context Protocol surfaces. One query returns every regulatory event for a company across all datasets — example: ExxonMobil cross-agency timeline.
- Swarm SDK — Post-Quantum Drone EncryptionProprietary
- Python SDK for encrypted communications between drones and counter-UAS systems. ML-KEM-768 + X25519 hybrid key exchange, MAVLink v2 transport, gossip-mesh routing, forward secrecy and key rotation under contested-RF conditions. CNSA 2.0 compliant. 465 tests across seven encryption modes; Python 3.9 through 3.13.
Adjacent work
Internal tooling and infrastructure that supports the public projects. Not separately released as products; documented here for completeness.
- Footprint Vault
- OSINT reconnaissance across 100+ public platforms; offline privacy-audit mode and enterprise threat-intel mode.
- OSINT pipeline
- Real-time social-media ingestion at 2.4M posts per hour. Kafka, TimescaleDB, NLP scoring across 80 GPU workers.
- Election monitoring
- Statistical anomaly detection across voter, turnout, and campaign-finance data — Benford's Law, ARIMA, ML turnout models.