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11 followers · 7 following

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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Starstruck

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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Starstruck

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Roger-Lv/README.md

🚀 Hi there! I'm Roger Lv

🎓 Peking University | Software Engineering M.S.

🎓 UESTC | Software Engineering B.S.

💻 Cloud Native & Distributed Systems Specialist

🐧 Tecent & Infinigence & Momenta Intern

🧠 About Me

  • 🔭 Currently building large-scale model training/inference clusters on Kubernetes
  • 🌱 Deep diving into LLM fine-tuning & optimization techniques
  • ⚙️ Developing Kubernetes operators for AI workloads using Go
  • 💬 Ask me about Go, Kubernetes, or distributed training frameworks

🔗 Connect with Me

LinkedIn

📊 GitHub Stats & Metrics

🚀 My GitHub Stats

Roger's GitHub stats GitHub Streak

💻 Top Languages

Top Langs

🤖 ML & Cloud Native Tech Stack

🧠 LLM训推生态

Technology Description
PyTorch 模型开发与分布式训练框架
DeepSpeed 大模型分布式训练优化
Megatron NVIDIA大模型训练框架
FSDP 完全分片数据并行训练
HuggingFace 模型共享与Transformers库
vLLM 高吞吐推理服务框架
TensorRT NVIDIA推理加速引擎

☸️ Kubernetes生态

Technology Description
Kubernetes 容器编排平台核心
Kubeflow ML生命周期管理平台
Helm Kubernetes包管理器
Prometheus 监控与告警系统
Grafana 指标可视化平
Istio 服务网格与流量管理
Volcano AI/ML作业调度器

🧩 AI Agent生态

Technology Description
LangChain 模块化智能体框架，支持多模型集成
LangGraph 构建可执行图形化智能体的框架
OpenAI ReAct 推理与行动结合的Agent决策模式

💻 核心语言

Technology Description
Go Kubernetes算子开发主要语言
Python ML模型开发通用语言
Bash 系统脚本与自动化

🏆 GitHub Trophies

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