Jason is a Principal Architect with over 25 years of experience in software engineering, architecture, and AI development. He specializes in AI security and machine learning systems, with deep expertise spanning LLM safety and red-teaming, embedded and industrial AI, real-time predictive analytics, and AI-driven cybersecurity platforms. His active research programs focus on agentic coding attack surfaces and defenses, LLM backdoor detection, model fingerprinting and tampering detection, and high-efficiency inference optimization for quantized KV caches. Jason's work has been featured in Wired and at TED Talks. He has led engineering teams at top global organizations including World Wide Technology, Bayer, Anheuser-Busch InBev, Mastercard, and Monsanto. He is an active presenter at Black Hat, Def Con, and Cisco Live, where he covers AI safety, security, and adversarial attack/defense techniques.