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songulerdemguler/README.md

Hi 👋, I'm Songül Erdem Güler

Ph.D. Candidate | AI/ML Engineer & Applied AI Researcher

GenAI, RAG & Production-Grade ML

songulerdemguler views

I'm a Ph.D. Candidate in Computer Engineering and an AI practitioner passionate about bridging the gap between rigorous academic research and production-grade ML architectures. I specialize in taking complex AI models from the lab to real-world deployment.

🚀 What I'm Up To

  • 🔭 Currently Building: Advanced Medical RAG systems, scalable AI pipelines for the healthcare sector, and multimodal emotion recognition models.
  • 🌱 Deep Diving Into: LLM Security (Prompt Injection Defenses), Lightweight Fine-Tuning (LoRA/QLoRA), and GraphRAG.
  • 💬 Ask me about: Moving ML pipelines to production, taking GenAI from prototype to scalable API, and multimodal signal analytics.
  • 📫 How to reach me: The best way to connect is through LinkedIn.

🛠️ Languages, Tools & Tech Stack:

Generative AI & LLM Ecosystem:
Hugging Face LangChain Vector DBs

Machine Learning & Data Science:
Python PyTorch TensorFlow Scikit-learn Pandas

Engineering & MLOps:
GCP Docker Kafka FastAPI Git

🤝 Connect with me:

songulerdemguler songulerdem

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