I analyze systems as they exist in production – under pressure, across trust boundaries, and under adversarial conditions.

Research
Author and contributor to research on AI systems and security, focusing on real-world failure modes in modern architectures.

Selected work includes:

• The Fifth Pillar of Cybersecurity: Integrating Ethical Awareness Beyond CIA and Zero Trust
• Fine-Tuning BERT for HTTP Payload Classification in Network Traffic
• BERT-Based RASP for Runtime Application Security
• Leveraging LLMs for Natural Language to SQL (HR Analytics Case Study)

View full research: [ResearchGate]

Insights
Short-form writing on cybersecurity, focusing on how security decisions shape system behavior.

Topics include:

• Threat modeling as an architectural discipline
• System design and trust boundaries
• Applied security decisions in real systems

Read articles: [Insights]

Open Source
Open-source work focused on practical security architecture for modern systems.

Includes:

• Secure Inference Architecture Blueprint (AI security, RAG, agents)
• Threat modeling frameworks for distributed systems

Explore projects: [GitHub]