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9 followers · 18 following
  • freelance work
  • beijing

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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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MichaelXcc/README.md

🚀 Building high-performance LLM inference platforms on Kubernetes

Typing SVG


🛠 Tech Stack

💻 Programming Languages

☁️ Cloud Native & DevOps

🤖 LLM Engineering & Inference

🧩 AI Agents & RAG Workflows


🔭 What I'm Working On

Focusing on the intersection of Cloud Native and AI Infrastructure.

🚀 Core Projects

  • Building a K8s-native Inference Platform with vLLM & SGLang
  • Writing Custom Controllers in Go for GPU pooling
  • Implementing Volcano queue visualization & priority scheduling

⚡ Performance

  • Tuning H800/A800 GPU metrics for large scale training
  • Optimization of BF16 matrix multiplication (GEMM)
  • Designing observability pipelines for Model Serving

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  1. infiniflow/ragflow infiniflow/ragflow Public

    RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

    Python 72.5k 8k

  2. dify dify Public

    Forked from langgenius/dify

    Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

    TypeScript

  3. easy-dataset easy-dataset Public

    Forked from ConardLi/easy-dataset

    A powerful tool for creating fine-tuning datasets for LLM

    JavaScript

  4. LLaMA-Factory LLaMA-Factory Public

    Forked from hiyouga/LlamaFactory

    Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

    Python

  5. kubernetes kubernetes Public

    Forked from kubernetes/kubernetes

    Production-Grade Container Scheduling and Management

    Go

  6. volcano-sh/volcano volcano-sh/volcano Public

    A Cloud Native Batch System (Project under CNCF)

    Go 5.3k 1.3k