19D Army Veteran building automated OSINT pipelines, research, and civic accountability tools.

🌐 Portfolio → · 🔧 Friction Breaker → · 🤖 OSINT ChatBot → · 📜 Bill Translator →

The Regulated Friction Project(v12.3) — Research repository documenting temporal correlations between geopolitical friction events and institutional capital flows. 8 years of data, 66 verified event pairs, 16 independent robustness tests (Opus 4.6). Tracks 15 active leverage nodes.

Friction Breaker — Mechanism classifier and countermeasure engine. Paste any news article, executive order, or legislative text: GLiNER2 extracts entities locally (zero-cost), the classifier matches them against a taxonomy of 76 documented accountability-bypassing mechanisms across 8 categories, and Claude generates ranked countermeasures — hardest to reverse first — in plain English anyone can read. Open source and BYOK: runs locally with your own Anthropic API key, no account needed.

Bill Translator — Flask app that rewrites dense legal text to 8th-grade readability while preserving legal intent. Built for Arkansas Act 602. Meaning drift detection, three translation modes, automated Flesch-Kincaid scoring, 31 tests. Deployed on Render.

UVB-76 Signal Analysis — 15-year empirical analysis of Russia's UVB-76 shortwave station. K-means clustering and permutation testing (p < .0005) identified four operational modes and a shift from training-cycle to event-driven signaling.

• Automated OSINT pipelines — multi-stage LLM extraction, entity disambiguation, convergence detection, rhetoric vs. reality analysis, web-grounded fact verification
• Multi-AI verification systems — cross-model validation (Claude, Brave Search, GLiNER2, Llama Scout, Gemini, Grok) to catch hallucinations before publication
• Live dashboards — serverless HTML/JS dashboards with Chart.js and interactive entity graphs (NetworkX + PyVis), fed by scheduled GitHub Actions pipelines
• Temporal correlation frameworks — lag analysis, permutation testing, Granger causality, DoWhy causal inference
• Civic accountability tools — accountability-bypass mechanism classifiers, NLP-powered readability tools, BYOK chatbots, legislative transparency apps
• Reproducible research — every finding ships with verification scripts; failed predictions documented publicly

Build your own live intelligence dashboard in under 15 minutes.

A production OSINT pipeline packaged as a turnkey .tar.xz you can deploy to any GitHub repo. Define your own topics, add two API keys, and it runs itself. Twice a day, every day.

What you get:

• Ten-stage automated pipeline — node tracking, dual-engine entity extraction (GLiNER2 + Llama Scout), convergence detection, three-pass daily intelligence, web-grounded fact verification, rhetoric vs. reality analysis, interactive entity graph
• Nine-tab live dashboard on GitHub Pages — no servers, no Docker, no databases
• Self-verifying output — the pipeline fact-checks itself against live web evidence before publishing
• Prediction tracking with full audit trail — confirmed and failed forecasts documented transparently
• Fully configurable — swap every tracked topic, signal, and entity rule from a single JSON config

$50 one-time purchase · Under $10/month to operate · GitHub Actions free tier

Buy on Creem →

See the Product Description for the full pipeline architecture walkthrough.

• OSINT analyst, intelligence research, and policy analysis roles
• Investigative data support and newsroom partnerships
• Freelance intelligence pipeline development and consulting
• Open-source collaboration on accountability tools

Contact: Discord and email in profile description

Last Updated:June 6, 2026