A pipeline that turns public CISA and DFIR Report threat intel into a queryable MITRE ATT&CK trend dataset, with honest precision reporting.
Citation patterns reveal the reporting org's vantage point as much as adversary behavior.
Work
The proof behind the brand. Real pipelines, honest methodology, documented findings — not marketing language.
A Burp Suite Community extension that exposes Burp's HTTP capabilities as a token-authed localhost REST API — the scripted automation the Pro license gates.
203 validated bridge calls across 4 vuln classes, zero GUI fallbacks.
A local-first home command deck on a repurposed iMac — one Grafana console spanning home network security, home health, and host vitals, with zero egress by default.
Every number is grounded in a deterministic SQL query first — the model can't fabricate traffic.
An adaptive, dependency-free cert practice engine that targets your weak areas — SSCP, CCSP, Linux Essentials, and discrete math.
Adapts to your weak areas instead of reshuffling the same question pool.