AI Agents
Building multi-agent systems that reason, debate, collaborate, and connect evidence to decisions.
Kral builds systems that reason, ship, and compound.
Hi, I'm Cao Hanzhe (Kral), a CS student, AI researcher, and open-source enthusiast. I work on multi-agent systems, reinforcement learning, robotics, and tools that turn messy workflows into usable products.
About
RL & Robotics
Exploring reinforcement learning, sim-to-real transfer, embodied AI, and practical simulation workflows.
Products
MingJian, Ecommerce AI Platform, and ScrybeShot now live under the Kral AI product brand.
Product Brand
Kral AI
Kral AI is the product home for my AI systems: strategic decision intelligence, ecommerce automation, and screenshot-based personal knowledge tools.