Yifei Duan
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  • High-Performance LLM Inference with vLLM and TGI

    Complete guide to deploying and optimizing LLM inference using vLLM and Text Generation Inference

    30 min read   ·   November 22, 2025

    2025   ·   python   machine-learning   llm   inference   vllm   tgi   optimization     ·   computer_science  

  • API Async Calls and Speed Optimization

    Complete guide to using Ollama's API with async/await and speed optimization techniques

    17 min read   ·   November 22, 2025

    2025   ·   python   async   ollama   api   machine-learning     ·   computer_science  

  • UV - Fast Python Package Manager

    Guide to using UV package manager for Python

    3 min read   ·   March 10, 2025

    2025   ·   python   package-manager   rust     ·   computer_science  

  • PINN for 2D segregation

    PINN for 2D advection-diffusion-segregation equation

    4 min read   ·   March 20, 2024

    2024   ·   machine_learning  

  • Physics Informed Neural Network

    PINN for solving segregation problem

    13 min read   ·   March 20, 2024

    2024   ·   machine_learning  

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