Security engineer. Offensive background, detection focus.

I build systems that detect abuse through behavioral patterns — not content inspection.

$ ls projects/

→ PARALLAX — behavioral threat detection for AI platforms. 0.68 AUC on 17M real events.
→ KESTREL — cloud workload anomaly detection. 0.766 recall on 34K real CloudTrail events.
→ ReconAI — AI-powered offensive reconnaissance and target prioritization.

$ history --career

2025—now
SWE II, Vulnerability & Detection EngineeringGM Financial
ML fraud detection · zero-trust architecture · Terraform/Azure · team mentorship
2023—2025
Offensive Security ResearcherRTX/RTX BBN
8 zero-days · DoD briefings · firmware RE · ICS protocol fuzzing
↑ converted from intern
2022
Senior Cybersecurity InternRTX
2021
Information Security InternReata Pharmaceuticals
IR during active breach · stood up centralized logging
2019—2023
B.S. Computer ScienceArizona State University

$ history --research

2026
PARALLAX — 15 detectors, tested on 17M real LANL events
2026
KESTREL — 3 detectors, tested on 34K real CloudTrail events
2026
ReconAI — AI-powered offensive recon with GPT-4

$ cat certs.txt

AWS Security Specialty · CRTO · CySA+ · Security+ · AWS SA Associate · Terraform Associate · Splunk Cybersecurity Defense Analyst · SecAI+