Skills & expertise
The disciplines and tools I rotate through — built up from real engagements, CTF grinds, and a lot of things that broke before they worked.
Offensive Security
Finding the paths in before defenders know they exist. From web app testing to OSINT-led recon chains — if there's a way through, the goal is to find it first.
Penetration TestingRed TeamingOSINT & ReconExploit ResearchCTF CompetitionWeb Application TestingDark Web Analysis
Defensive Security
Converting offensive insight into detection coverage that holds up. Purple teaming, hunting for threats that slipped past the alerts, and building playbooks that don't collect dust.
Detection EngineeringThreat HuntingIncident ResponsePurple TeamingSecurity MonitoringAdversary Emulation
Languages & Tooling
Python for most things. C++ when speed actually matters. TypeScript when there needs to be a frontend. Bash because there's always a pipeline that needs duct tape.
PythonC++TypeScriptBash / LinuxScripting & AutomationWeb ScrapingData Parsing & Analysis