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LAW MASTER

#LLM Agent #Legal AI #Graph-RAG #Reinforcement Learning

Summary

LAW MASTER is a legal-domain AI system designed for question answering and agent-based reasoning.

System Design

The platform combines:

  • Graph-RAG for legal knowledge access,
  • reinforcement learning for behavior refinement,
  • harness engineering for evaluation and workflow control,
  • multi-agent interaction for more complex task decomposition.

My Role

I lead the project as a core developer and team lead. I implemented model fine-tuning and reinforcement-learning post-training, and adapted the system to Huawei domestic computing hardware. The project received Huawei hardware support and won a Silver Award in the Huawei Kunpeng Competition (Northwest Division), as well as university and provincial entrepreneurship awards.