Always open to collaboration, research discussions, and networking.
I am an AI Engineer and PhD candidate at Ankara University (Computer Engineering), specializing in Generative AI, Large Language Models (LLMs), and agentic AI systems — with a dedicated research focus on AI security, adversarial robustness, and trustworthy AI deployment.
I design and build production-grade GenAI pipelines — RAG systems, LLMOps workflows, fine-tuned models, and agentic architectures — while simultaneously researching how these systems can be made more secure and resilient against emerging threats.
A background in cybersecurity and NATO-aligned advisory roles gives me an adversarial mindset that informs how I engineer AI: I build with attack surfaces in mind.
"Designing and securing the architecture of next-generation GenAI and agentic systems — driven by deep academic curiosity and research into trustworthy AI."
| Domain | Focus |
|---|---|
| 🤖 GenAI Engineering | RAG pipelines, LLMOps, fine-tuning, agentic system design |
| 🧠 LLM Research | Agentic AI architectures, model evaluation, reasoning & reliability |
| 🛡️ AI Security | LLM red-teaming, prompt injection, adversarial ML, agentic threat modeling |
| 📐 Trustworthy AI | Safe deployment, robustness, interpretability in production systems |
Hands-on CTF challenges exploring prompt injection, jailbreaking, and adversarial vulnerabilities in GenAI systems.
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📘 Agentic AI Red Teaming Guide — Framework for systematic red-teaming of autonomous AI agents
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📗 A Machine Learning Approach to Malware Detection Using API Calls (MDAPI) — ML-based malware classification using system API call patterns
CISSP | C-AI/MLPen | CEH Master | CompTIA Security+ | PRINCE2 | ITIL
AI & LLMs
Infra & Tooling
- 🔭 Currently Working On: Building production GenAI and agentic AI systems, with a research focus on AI security and adversarial robustness
- 🌱 Currently Learning: Advanced agentic AI architectures, LLM evaluation frameworks, and red-teaming methodologies for GenAI systems
- 👯 Looking to Collaborate On: Open-source AI security research, LLM safety tooling, and applied GenAI projects
- 💬 Ask Me About: LLM engineering, agentic AI design, GenAI pipelines, AI red-teaming, or Python
- 📫 How to Reach Me: Email or any of the platforms above
- ⚡ Fun Fact: I love solving complex puzzles — whether it's breaking an AI system to make it stronger, or figuring out how autonomous agents go wrong!
Building AI systems with an attacker's mindset.