Things I built and worked on

The best way to learn how things break is to build the tools that break them.

I believe in open research. Everything here is released for educational purposes — for the security community, kernel engineers, and anyone curious enough to read the source.

Tools & Projects

- KERNEX (Ongoing)

Python - FAISS - Claude API - Kernel Security - RAG

A reasoning engine that helps security researchers understand whether a kernel bug is exploitable, why it is, and how to approach it. Built on a curated knowledge base of real exploitation patterns. Not a scanner. Not a magic button. A thinking partner.

- RINGBUFFER (Live)

Python - PySide6 - Async - Kernel

A Python/PySide6 tool for real-time kernel log analysis with async event-driven architecture. Built for researchers who need to watch the kernel’s internal state without leaving their workflow. Direct /dev/kmsg streaming.

Check here

- ELPM (Live)

Python - PyQt6- Linux - Process Monitoring

A PyQt6-based Linux process monitoring tool with a focus on security-relevant process behavior. Built to understand what the kernel sees when processes run — not just what they show you.

Check here

Research & Write-ups

Alongside tools, I release structured research notes and proof-of-concept write-ups on vulnerabilities I’ve analysed. These are not weaponised exploits — they are documented for understanding and defence.

I as well take pleasure in solving challenges from crackmes.ones. Not all of them are mentioned here, so you can check them out on my page over here