Cyber Threat Intelligence, AI & External Risk
I help security leaders reduce external exposure, detect identity compromise from infostealers and breaches, disrupt impersonation and fraud, and deliver actionable intelligence during incidents. I also research and build AI systems that make threat intelligence sharper, faster, and more persistent.
Track Record
A selection of high-impact projects, investigations, and industry contributions spanning over 15 years in cyber threat intelligence and applied AI research.
Expertise
My work spans these core areas of external threat intelligence, risk, and applied AI.
Monitoring and analyzing threats from dark web forums, marketplaces, and underground channels. I help organizations understand what adversaries are saying about them and planning against them.
Assessing exposure of executives and key personnel to identity compromise, credential theft, and targeted attacks. This includes infostealer analysis and personal data exposure mapping.
Deep expertise in compromised credentials, session tokens, and sensitive data exposed through infostealer malware. I've analyzed millions of stealer logs and understand how threat actors weaponize this data.
Identifying brand abuse, executive impersonation schemes, and fraud infrastructure targeting organizations. I've worked extensively in crypto where these threats are particularly sophisticated.
When things go wrong, I help teams understand what happened, what's exposed, and what the adversary perspective looks like. Rapid intelligence during breaches and security incidents.
Attribution, threat actor profiling, and investigative support. I've collaborated with law enforcement globally and understand how to build intelligence that supports real-world action.
Researching and building AI systems that enhance intelligence workflows — from neural memory architectures that give agents persistent, compressed recall across sessions, to automated reconnaissance and threat analysis pipelines. I work at the intersection of AI and security operations.
I typically work as an embedded consultant or advisor, either augmenting existing security teams or providing specialized expertise on specific problems. Most engagements start with a conversation about what you're trying to solve.
Process
A straightforward process designed for security leaders and executives.
A brief conversation to understand your organization, concerns, and what you're looking to achieve. No commitment required.
I conduct an initial assessment of your external exposure to identify immediate risks and demonstrate value before any ongoing engagement.
Clear, executive-ready deliverables with prioritized findings and actionable recommendations your team can implement immediately.
Optional continuous monitoring and retainer engagement for organizations that want persistent visibility into external threats.
All engagements are conducted with strict confidentiality. Sensitive findings are communicated through secure channels, and client information is never disclosed.
About
I'm a senior Cyber Threat Intelligence professional with over 15 years of experience in external threat intelligence, dark web research, adversary-focused investigations, and applied AI research.
My career spans founding threat intelligence platforms, leading intelligence functions at major cryptocurrency exchanges, working as an analyst at leading external threat intelligence vendors, and conducting independent AI research focused on security applications. I've collaborated with global law enforcement agencies and contributed research that has been cited across the security industry.
I bring an external perspective to organizations that need to understand and respond to threats beyond their perimeter. My work focuses on translating complex threat intelligence into clear, actionable insights for executives and security leaders — and increasingly, on building AI systems that make that intelligence more persistent, efficient, and automated.
Get in Touch
The best way to reach me is through LinkedIn. I respond to all professional inquiries within 24-48 hours.
Contact on LinkedIn