Offensive Security & Vulnerability Research
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Founded Vorthix an autonomous AI security research system (XOR-1) that discovers and confirms vulnerabilities in critical open-source infrastructure with zero false positives. Within its first month, XOR-1 published 4 CVEs including incomplete fix bypasses in libexpat (Python, Git, CMake) and FreeRDP that evaded scanners and manual review for years. Every finding ships autonomously with a working PoC, sanitizer trace, root-cause path, suggested patch, and regression test.
Chromium contributor with 4 independently assigned bugs. Expanding XOR-1 to ARM kernel drivers, IoT firmware
Founder & Security Researcher at Vorthix (Present)
Designed and fine-tuned a custom LLM (QLoRA) specialized in autonomous vulnerability research — training a base model to reason adversarially, operate custom binary analysis toolchains, form and test exploit hypotheses, and confirm findings end-to-end without human intervention.
Python, Git, CMake and millions of downstream applications worldwide.
FreeRDP client on the GFX pipeline was exposed.
Security Researcher — Chromium Bug Contributor at Google Chromium (Present)
