Hi, I’m Kai Zheng, an Algorithm Engineer passionate about AI for Science. My work spans large model development (code intelligence, LLM data flywheel), video prediction foundation models, multimodal generation, and weather/climate AI.

Research Interests

  • 🌦️ Weather Forecasting Foundation Models — data-driven medium-range forecasting, nowcasting, and super-resolution
  • 🎥 Video Prediction & Multimodal Generation — diffusion models, generative models
  • 🧠 Transformer & Large Models — foundation model architectures, RL post-training (PPO/GRPO/DAPO)
  • 🔬 AI4Science — physics-informed deep learning, climate data assimilation

Projects

  • 📚 Awesome-Weather-Forecast — curated list of AI weather forecasting research
  • 🚀 Precipitation Super-Resolution with Diffusion
  • 🌱 Data-Driven Climate Data Assimilation
  • 🚀 Cryosphere Large Language Model
  • 🐱 Image and Video Generation

Experience

  • 🧠 Large Model Development — code intelligence & data flywheel
  • 🌦️ Senior Algorithm Researcher — video prediction foundation models, multimodal generation, AI4Science
  • ⚡ Algorithm Engineer — time-series forecasting, renewable energy & power trading

Contact