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John Basmayor

@johnbasmayor

Security researcher at Trustwave who developed LLM-powered threat intelligence and malware triage automation.

Philippines
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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.

Experience

Work history, roles, and key accomplishments

Trustwave logoTR

Security Researcher

Trustwave

Apr 2023 - Jun 2026 (3 years 2 months)

Researched emerging attacker techniques and vulnerabilities, performed malware reverse engineering and behavioral analysis, and developed detection rules and signatures. Built AI/ML-powered automation for threat intelligence enrichment and malware triage.

II

Systems Administrator

Invarion Inc.

Systems administration role at Invarion Inc.

AI

Security Engineer

Ardent Networks Inc.

Security engineering role at Ardent Networks Inc.

VI

Systems Administrator

Vanilla Networks Inc.

Systems administration role at Vanilla Networks Inc.

DT

Security Engineer

DU Telecom

Security engineering role at DU Telecom.

Education

Degrees, certifications, and relevant coursework

EC

Ethical Hacking Certification

Certification, Ethical Hacking

2008 - 2008

Earned Ethical Hacking Certification in 2008.

CC

CCNP

Certification, Networking

2005 - 2005

Earned CCNP certification in 2005.

CC

CCNA

Certification, Networking

2004 - 2004

Earned CCNA certification in 2004.

University of San Jose-Recoletos logoUJ

University of San Jose-Recoletos

Bachelor of Science, Information Technology

2000 - 2004

Bachelor of Science in Information Technology from the University of San Jose-Recoletos, completed from 2000 to 2004.

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