Shuzhen Zhang iconShuzhen Zhang
Aspiring AI Scientist

Shuzhen Zhang

M.S. Statistics student at the University of Washington and B.S. Mathematics student at the University of Illinois Urbana-Champaign

Here is my playground for sharing some information for people who want to know more about me academically. In my childhood, I always imagine how world will be different when AI and robotic become wildly used in human world. Now, the AI epoch is coming, I am passiobn to see that happen and want to be part of it. Lets work together to make the history 😆

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AI Simulation with Mistral + Mixtral (ATLAS Showcase)

Problem: Simulate realistic NPC action choices under hard room-access constraints.

Method: Prompt and task-design experiments with Mistral 7B and Mixtral 8x7B, plus GPT/Claude comparison checks.

Result: Produced a prototype workflow that reduced invalid action outputs on constrained assignments.

LLMMistral 7BMixtral 8x7B Prompt EngineeringSimulation
Case Study GitHub