nate whitaker
cybersecurity · software · ai · polymath by practice
cat about.md
// 01I'm a multi-domain cybersecurity engineer with 29 years in the field — spanning mainframes, networking, compliance, vulnerability management, penetration testing, forensics, and application security. That breadth is the foundation; what I'm building on top of it is what matters now. My papers indicate that I am a CISSP and Lean Six Sigma Black Belt.
My current focus is software engineering and applied AI. I run the enterprise SAST program at a Fortune 500 healthcare company, where I've built a five-layer triage pipeline using local LLMs to cut analyst noise by orders of magnitude. I write production Python, design agentic systems, and treat models as components in real engineering — not magic. Where I'm heading: deeper into AI-native security tooling, autonomous triage and remediation, and the kind of local-first systems that don't ship sensitive data to someone else's cloud.
I'm a polymath by practice. I learn every new domain as if I'll have to teach it tomorrow — that constraint forces me to lock in fundamentals and build mental systems instead of collecting trivia. It's how I went from BBS-era hacker to sysadmin to network engineer to AppSec to AI systems builder, and it's why a problem in one domain often unlocks a solution in another. Outside the day job: writer, maker, black belt in Okinawan kempo, working English, conversational Spanish and French, enough Yiddish to make my grandmother smile.
ls -la ~/projects
// 02Five-layer SAST triage pipeline running local LLMs (Granite 4.0, Gemma 3, Mistral) via Ollama. Combines deterministic scoring, CxQL query overrides, multi-round agentic inference, and a human feedback loop. Processes 10,000+ enterprise scans/month and recovers hundreds of analyst hours.
Local-first AI robot companion — no cloud, no telemetry. ESP32-S3 chassis, iPhone SwiftUI app, FastAPI personality backend running Granite models on dual RTX 3060s. Targeting DEF CON 34 prototype reveal.
Local-first ambient life-management platform built on the CompanionBot foundation. Privacy-respecting personal infrastructure for the post-cloud era.
Historical fiction set in Civil War-era Tennessee. Multi-racial homesteading, the Battle of Shiloh, the Bloody Pond. Drawn from amalgamated family stories.
tail -n 5 ~/writing
// 03// blog launching soon — check back