Hi there, I'm Amirhosein Zobeiri 👋

PhD @ UNSW | Generative-AI, LLMs , RL & Multimodal Learning

I’m a PhD researcher in Biomedical Engineering at UNSW Sydney, working on clinical reasoning models 🏥🧠, multimodal learning 🎨🎶, and reinforcement learning ⚡🤖.

---

🔬 Research Interests

• Large Language Models (LLMs) & Reasoning Models
• Multimodal Learning & Retrieval-Augmented Generation (RAG)
• Reinforcement Learning (RL) & Agentic AI Systems
• AI in Healthcare & Bio-signal Analysis (EEG, ECG)
• Knowledge Graphs & Graph-based RAG

---

🛠️ Technical Stack

Languages

ML & AI

---

🚀 Highlighted Contributions

🔥 Major Contributor to High-Impact Repository

• Contributed significantly to the llm-lab-org/Multimodal-RAG-Survey.
• Focus: LLMs / RAG / Multimodal Systems

---

👨‍💻 Selected Research

🧬 Multimodal Clinical Reasoning

• Combining LLMs + Reinforcement Learning for clinical reasoning
• Focus on interpretable and reliable medical XAI systems

🧠 EEG-based Outcome Prediction

• Transformer & Mamba-based architectures for neurological prognosis
• Self-supervised representation learning on EEG signals

🏥 Medical RAG Systems (OHRI, Canada)

• Built knowledge graph + LLM-based medical chatbots
• Reduced hallucination via ontology-guided retrieval

---

��� Connect with Me

• 📧 Email: zobeiria1@gmail.com
• 💼 LinkedIn: https://www.linkedin.com/in/amirhosein-zobeiri-81611826a/
• 🧑‍💻 GitHub: https://github.com/amrhZ77

---