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xianxianxianyu/README.md

Typing SVG

 


About Me

  • BCI startup Algorithm Engineer → transitioning to LLM Algorithm Engineer
  • Building LLM Inference Infrastructure: custom operators, serving optimization, vLLM internals
  • Designed & implemented Multi-Agent Systems with production-grade context engineering
  • Researching RL Post-Training Infrastructure: environment orchestration, observability, non-stationarity

Tech Stack

LLM Inference Infra

Python C++ CUDA PyTorch

vLLM Kernel Optimization Serving Systems

Multi-Agent Systems

LangChain OpenAI Claude

Context Engineering Agent Orchestration Memory Management

RL Post-Training Infra

Python Docker Kubernetes

Environment Orchestration Reward Pipeline Observability Non-Stationarity

Infra & Tools

Linux Git Docker Prometheus

Monitoring Distributed Systems Performance Profiling


Featured Projects

Building a Personal Super-Agent System — an interconnected fleet of multi-agent projects covering the full lifecycle of information.

Acquire / 信息获取 Process & Accumulate / 信息处理与知识沉淀 Train / RL 训练基础设施 Output / 内容输出
Sailor
水手
Maelstrom
大漩涡
Forge
锻造厂
Coming Soon
Multi-Agent RSS Crawling
LLM Scoring & Clustering
Multi-Agent Doc Processing
Context Engineering & RAG
Long-term Knowledge Store
Controllable Environments
Training Observability
Single-Node RL Training
LLM Content Generation
Multi-channel Distribution

Sailor | Information Acquisition Engine

A sailor navigating diverse seas of information. Multi-agent RSS aggregation system with LLM-powered analysis — 5-stage preprocessing pipeline, AI article scoring & clustering, and automated knowledge base insight reports.

FastAPI React LLM Agent RSS SQLite

Maelstrom | Information Processing & Knowledge Hub

A maelstrom that devours the flood of documents and distills structured knowledge. Multi-agent document processing pipeline with context engineering — translation, review, terminology & QA agents collaborating on bilingual Markdown output, with RAG-powered long-term knowledge accumulation and retrieval.

Next.js FastAPI Multi-Agent PaddleOCR PyMuPDF

Activity Graph

Activity Graph


Contribution Snake

snake gif snake gif

Pinned Loading

  1. mypi-forma mypi-forma Public

    Dynamic UI generation and interactive presentation for myPi, with OpenUI and replayable generation motion

    TypeScript

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