AI/ML engineer and cybersecurity practitioner building at the intersection of agentic AI, LLM security, and local inference.
📖 Author of AI Agents in Cybersecurity
🔬 Open-source work lives at SW3.0 Labs — AI security tools, OSCAL compliance-as-code, agentic frameworks, and Apple Silicon inference.
🔒 Current focus: TSLIT — adversarial evaluation harness for local LLMs, detecting backdoors, affiliation bias, and temporal logic bombs.
- 🏢 Enterprise AI/ML consulting — Azure, LangChain, LangGraph
- ✍️ Writing on LinkedIn about SW3.0 and the inference-first enterprise
- 🔧 Car stuff: Hummer H2 with long tubes, cat delete, CAI & HP Tuners