Computer Engineering Student @ Gebze Technical University (GTÜ)
Currently working on AI/ML engineering, also a builder of agentic systems & open-source tools.
- 🎓 Computer Engineering student at GTU
- 🧠 Interested in AI agents, LLM systems, distributed architectures, and embedded robotics
- 👨🏫 Helping out with Python sessions through GDG on Campus GTU & QPREP
- 📫 Reach me through my website: tuguberk.dev
🛡️ openGladOpen-source MCP server acting as a startup "friction engine". Behavioral pattern scans, failure simulations, revenue gating & Reddit market analysis across 11 subreddits. Deployed on Cloudflare Workers. Works with Claude, Cursor & Windsurf. |
AI-powered Obsidian plugin with a ReAct agent loop, local embeddings via |
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5-layer PDF prompt-injection scanner. Usable as a Claude Skill or a standalone Python CLI. Detects hidden instructions, encoded payloads & AI-targeted manipulation. |
FastAPI-based server implementing the TEKNOFEST 2021 Fighter UAV competition communication protocol. Open-source reference for participating teams — used by several others during the competition. |
⚛️ QPREP_GTUQuantum computing workshop materials @ GTÜ. I delivered the Python training session alongside Dr. Tülay Ayyıldız & Dr. Özlem Salehi. |
Supervised fine-tuned Qwen3.5-2B for Turkish, published on HuggingFace. A small experiment in adapting compact open-weight models to Turkish instruction-following. |
"Build agents that fail loudly, not silently."