Current focus
Teaching at SANS, building AI-powered products at Helix Labs, running Offensive Guardian, and writing a book on fine-tuning LLMs.
Now
What I'm working on.
Last updated March 2026.
Helix Labs products
Building Hermes, Context Me, and Negotiator AI. AI-powered tools for security operations, contextual intelligence, and negotiation workflows.
Workshop material
Developing new SANS workshop content around AI-assisted offensive workflows, including MCP server integrations with Empire C2.
Red team education
Continuing to build practical training material around adversary emulation, operator tradecraft, and phishing simulation for SEC565 and SEC699.
Writing a book
Writing a book on fine-tuning LLMs: practical techniques for adapting large language models to specialized domains.