At Trustwave (now LevelBlue), I researched attacker techniques and vulnerabilities, analyzed malware, and developed proof-of-concept exploits and detection rules. I also built LLM-powered automation for threat intelligence enrichment, malware triage, and indicator extraction.
I applied AI and machine learning to malware clustering, phishing classification, code similarity analysis, and anomaly detection. For managed security engagements, I engineered data pipelines and detections across CrowdStrike NG-SIEM (LogScale) and Splunk, and built Cribl Stream pipelines for parsing and routing.
Earlier, I led a malware research team at Dynamic Strategy Solutions Experts Corporation and worked across security engineering, threat hunting, incident response, and cloud security. My personal projects include Atlas-Sentinel, an AI-powered chat protection SaaS, and a platform for tracking ransomware groups.

