About me
I’m a security practitioner with 9+ years of hands-on experience in offensive security and system-level security analysis. My work focuses on how systems behave in practice — from Windows internals and enterprise infrastructure to AI-driven systems and software-defined vehicles.
I enjoy building lab environments to validate research and translating deep technical concepts into structured, hands-on workshops and trainings.
Happy to dive into discussions around malware internals, AI security boundaries, software-defined vehicle architectures, protocol edge cases, or any system behavior that doesn’t quite add up.
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