Founder

Pavan Kumar

Merging offensive security techniques with advanced machine learning architectures to build next-generation cyber defense systems.

Cybersecurity Researcher AI Systems Builder Security Engineer OSCP
The journey

From building software to breaking it, to teaching AI how to defend it.

  1. Web development Phase 1 Started by building robust web applications and architectures. Understanding how systems are engineered from the ground up provided the blueprint for knowing exactly where developers make mistakes and how applications fail.
  2. Cybersecurity Phase 2 Transitioned to offensive security. Achieved OSCP certification, deep-diving into penetration testing, network vulnerabilities, and real-world exploit mechanics. The realization: defense requires an attacker's mindset.
  3. AI research Phase 3 Studied Applied AI & Machine Learning at IIT Ropar. Realized that human analysts cannot keep pace with automated threats. Began exploring how Large Language Models and specialized transformers could analyze security data autonomously.
  4. Secracy and Secros Present Combining software engineering, offensive security, and AI research: security testing and free research through Secracy, and building Secros with its own model, SecrosLM — a custom Recurrent-Depth Transformer designed for cybersecurity reasoning. See where Secros stands.
Core philosophy
“Security should be proactive, not reactive. Automation should assist human intuition, not blind it. And the strongest defenses are built by those who know exactly how to bypass them.”