About

Welcome to my research blog, a collection of projects, experiments, and observations across security, software, and intelligent systems.

What You'll Find Here

This blog documents hands on technical work, from small proof of concept projects to deeper investigations into how real systems behave, fail, and interact in practice. Each post focuses on what I learned, what worked, what did not, and why that matters.

The Approach

I value both theory and practice. Understanding concepts at a deep level is just as important to me as testing them in real systems, so this blog reflects a mix of analytical thinking and hands-on exploration. I study the ideas behind these technologies, then examine how they behave when built, stressed, or applied in real contexts. Topics range from security engineering and system behavior to theoretical models, machine learning concepts, automation, and tooling. The goal is always to draw out clear, practical insights while also appreciating the underlying principles that shape how these systems work.

Topics range from security engineering and system behavior to applications of machine learning, automation, and tooling. The emphasis is always on practical insight that you can apply in your own projects or research.

Connect

If you are interested in discussing these projects, security and AI, or possible collaborations, feel free to reach out or explore the work shared here.