🎓 MSc in AI @ University of Edinburgh | 🤖 Game AI & Multimodal Enthusiast | 🌍 World Model Beliver
I'm excited to be joining Paremtrix.ai in Shenzhen, China as a Reinforcement Learning Researcher for AI+Game, starting September 1st!
I'm a Master's student in Artificial Intelligence at the University of Edinburgh. My work revolves around large language/multimodal models, post training, world models, and reinforcement learning. I’m passionate about building intelligent agents, exploring innovative learning strategies, and redefining what AI can do in dynamic environments—especially in games and simulations.
Before that, I completed a BSc in Mathematics, Statistics, Economics, and Operational Research at the University of Warwick.
- 🎥 Video Understanding for RL Agent Behavior Analysis (Master’s Dissertation)
Developing a video understanding framework to analyze high-dimensional reinforcement learning agent behavior in dynamic environments.
🎯 Goal: Automatically summarize learned strategies to enhance user interpretability and understanding.
🔗 GitHub Repo – strategy2text
- 🧠 Multimodal AI
Vision-language alignment · Multimodal reasoning · Embodied agents - 🎮 Reinforcement Learning
Reward shaping · Curriculum learning · Model-based RL - 📚 Large Language Models (LLMs)
Fine-tuning · Retrieval-augmented generation (RAG) · Prompt engineering · Chain-of-thought (CoT) · Character role-playing - 💬 Natural Language Processing (NLP)
POS tagging · Dependency parsing · Word embeddings
- Languages & Frameworks: Python · PyTorch · HuggingFace Transformers
- NLP & ML Tools: SpaCy · Scikit-learn
- Simulation & Rendering: Blender (AR, physics, visual effects)
- DevOps & Platforms: Linux · Git · Google Cloud Platform
- 🎯 Intelligent agents in games and simulations
- 🎭 Fine-tuning LLMs to mimic real-world personas
- 🔁 Integrating world models with multimodal reasoning
- 🧑🏫 Making education immersive with conversational AI
- 📧 Email: suijinru@outlook.com
- 🔗 LinkedIn: linkedin.com/in/jinru-sui-b64425271