Offensive tradecraft & detection engineering
OSCP+ & CRTO certified, with eJPTv2 as an earlier milestone. 200+ machines compromised on HackTheBox and Proving Grounds — web applications, Active Directory, network infrastructure, and privilege escalation — to understand precisely how attackers breach systems and how to build robust defenses against them.