At Guident Corp, I led an authorized penetration test of a production autonomous vehicle network that identified a CVSS 10.0 remote code execution vulnerability and critical authentication and credential-exposure findings, all remediated after disclosure.
I build security into autonomous vehicle, cloud, and critical infrastructure environments through penetration testing, threat modeling with STRIDE and PASTA, and ISO/IEC 27001 audit preparation. I also produce formal reports using CVSSv3, CWE, and ISO/SAE 21434 risk framing for executive and engineering teams.
Previously at Albania's National Cyber Security Authority, I performed red team engagements, national SOC monitoring, threat hunting, and DFIR investigations of confirmed breaches. I'm CISSP and OSCP certified, with NATO and EU security clearances.

