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⚔️ From Offense to Defense: Crafting the Modern Detection Engineer

by Sujal Chauhan — “CyberFreak”
🎯 Threat Hunting | Detection Engineering | AI for Cyber Defense


🚀 Introduction

“Most people in cybersecurity begin by defending systems. I started by breaking them.”

I began my journey in cybersecurity from the offensive side — diving deep into network traffic captures, exploiting misconfigurations, and dissecting payloads. But over time, I realized that the same curiosity used to exploit systems could also protect them.

This portfolio documents my evolution from attacker mindset to defender’s precision — where offense meets telemetry, and curiosity becomes detection.

Today, my focus lies at the intersection of:

  • Threat Hunting 🕵️ — uncovering hidden adversary patterns.
  • Detection Engineering ⚙️ — translating TTPs into reliable detections.
  • AI-driven Defense 🤖 — automating enrichment, correlation, and anomaly detection.

Each lab, project, and write-up here is a step toward mastering modern detection engineering — from rule-based alerts to intelligent automation.


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