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Tuguberk/README.md

Hi there, I'm Tuğberk! 👋

Computer Engineering Student @ Gebze Technical University (GTÜ)
Currently working on AI/ML engineering, also a builder of agentic systems & open-source tools.

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Coding Gif

🚀 About Me

  • 🎓 2nd-year 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

🔭 Featured Projects

🛡️ openGlad

Open-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.

🧠 Thought Agent Obsidian

AI-powered Obsidian plugin with a ReAct agent loop, local embeddings via @xenova/transformers, hybrid BM25 + semantic search, and graph-enhanced retrieval. Excalidraw-aware.

👻 GhostPrompt

5-layer PDF prompt-injection scanner. Usable as a Claude Skill or a standalone Python CLI. Detects hidden instructions, encoded payloads & AI-targeted manipulation.

🛩️ Savaşan İHA API

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_GTU

Quantum computing workshop materials @ GTÜ. I delivered the Python training session alongside Dr. Tülay Ayyıldız & Dr. Özlem Salehi.

🤗 Qwen3.5-2B-Turkish-SFT

Supervised fine-tuned Qwen3.5-2B for Turkish, published on HuggingFace. A small experiment in adapting compact open-weight models to Turkish instruction-following.

📊 GitHub Stats

GitHub Streak

🤝 Connect with me


"Build agents that fail loudly, not silently."

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  1. Thought-Agent-Obsidian Thought-Agent-Obsidian Public

    Thought Agent is an AI-powered Obsidian plugin designed to work with your notes, links, and diagrams as a single knowledge graph.

    JavaScript 1

  2. openGlad openGlad Public

    The Loss-Prevention Friction Engine for Founders. An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time mark…

    TypeScript 7 2

  3. Savasan-Iha-Api Savasan-Iha-Api Public

    Teknofest 2021 Savaşan İha yarışması api sistemi

    Python 22 4

  4. GhostPrompt GhostPrompt Public

    GhostPrompt is a 5-layer PDF prompt injection scanner that detects hidden instructions and malicious content before documents are used in AI workflows.

    Python 5