AI Security Researcher · Machine Learning Engineer · Turkish NLP
I build ML systems that attack, defend and understand — from ML-based WAFs to Turkish language models.
- 🔐 Working at the intersection of AI and cybersecurity — adversarial ML, ML-based threat detection, LLM security
- 🇹🇷 Building Turkish NLP & speech models (text classification, offensive language detection, TTS)
- 🏆 Teknofest 2023 — Turkish NLP competition participant with team GAT0R
- 🚩 Playing CTFs in my spare time
- 📫 Open to collaboration on AI security and Turkish NLP projects
| Project | Description | Stack |
|---|---|---|
| 🛡️ ai-security-notebooks | Hands-on notebooks on attacking and defending ML systems | PyTorch, Python |
| 🔎 AISECLAB-cyber-inspector | ML-based Web Application Firewall and query analyzer | Flask, scikit-learn |
| 🐊 gat0r-nlp | Turkish offensive language detection — Teknofest 2023 | Transformers, Flask |
| 🗣️ speecht5-turkish-tts | Fine-tuning SpeechT5 for Turkish text-to-speech | Hugging Face, PyTorch |
| 🎬 motion-detection-video-editor | Auto-trims videos to motion segments with 11 detection algorithms | OpenCV, Python |
| 📹 tapo-rtsp-yolo | Real-time object detection on TP-Link Tapo camera streams | YOLOv8, Flask |
📂 More: ML Projects · CTF Writeups · ML Notes · DL Notes · Security Notes
AI / ML
Security
Web & Deployment
Embedded
- 🔬 Researching LLM security — prompt injection, jailbreaks and defenses
- 🇹🇷 Fine-tuning transformer models for Turkish (grammar correction, fact verification, coreference)
- 🧩 Solving problems on Deep-ML and LeetCode
If you find my work useful, a ⭐ on a repo goes a long way!