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  • Shanghai Jiao Tong University
  • Shanghai, China

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Tyxy-R/README.md

Minimal abstract memory and GraphRAG banner

Typing introduction

SJTU Automation Former Meituan Intern Class of 2029

About Me

M.S. student in Automation at Shanghai Jiao Tong University, Class of 2029. I focus on building reliable LLM applications, multi-agent systems, long-term memory, and GraphRAG.

  • Former LLM Application R&D Intern at Meituan Infrastructure R&D Platform
  • Owned the 0-to-1 delivery of a multi-agent long-term memory and personalized context system
  • Worked on heterogeneous agent integration, memory extraction, user profiling, retrieval, and context injection
  • Built GraphRAG multi-agent workflows with Neo4j and LangGraph

Areas of Focus

Agent Memory
Extraction, storage, retrieval, and reflection
Personalization
User profiling and context engineering
GraphRAG
Knowledge graphs and multi-hop retrieval
Agent Systems
Orchestration, evaluation, and reliability

Tech Stack

Python PyTorch Transformers LangGraph Neo4j FastAPI Docker Git

Featured Projects

Python research tooling for evaluating SSO referral-flow abuse resistance, quota behavior, token lifecycle, and activation telemetry in controlled environments.

Stars Forks

Dockerized Keycloak and SAML SSO deployment with automated workspace configuration and user provisioning.

Stars Forks

Machine-learning weather prediction, data processing, and interactive visualization with Python and Streamlit.

Stars Forks

Current Interests

I am currently exploring memory evaluation, personalized retrieval, context engineering, and reliable orchestration for production agent systems.

Contribution Activity

GitHub contribution grid snake animation

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