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Deciphering the GPU manuscript.....
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Deciphering the GPU manuscript.....

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Ammar-Alnagar/README.md

Hey, I'm Ammar Alnagar

Lead AI Systems Engineer | M.Sc., Artificial Intelligence

I translate cutting-edge research into production-grade AI infrastructure, specializing in ultra-low latency and high-throughput LLM deployment.


Core Focus

My work targets the bottleneck of generative AI: speed and stability at scale.

  • Accelerated Inference: Pushing model limits using low-level optimization (CUDA, Triton, Mojo).
  • System Engineering: Building robust systems for model serving, monitoring, and fault-tolerance.
  • Agent Orchestration: Designing fast, reliable multi-agent control flows.

Currently Working On

I am actively focused on performance optimization and serving frameworks:

  • vLLM: Maximizing GPU utilization via continuous batching and custom scheduling.
  • sglang: Building fast, reliable agents with structural generation and complex control flow.
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Pinned Loading

  1. Helios-Engine Helios-Engine Public

    Helios Engine is a powerful and flexible Rust framework for building LLM-powered agents with tool support, chat capabilities, and easy configuration management. Create intelligent agents that can i…

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  2. YAIE YAIE Public

    YAIE (Yet Another Inference Engine) is an educational project designed to help students and developers understand how modern LLM inference engines work. This implementation is inspired by state-of-…

    Python

  3. Rust-TUI-Coder Rust-TUI-Coder Public

    A powerful terminal-based coding assistant that combines the convenience of a modern TUI with the intelligence of large language models. Rust TUI Coder provides an interactive environment where you…

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  4. VisoLearn VisoLearn Public

    VisoLearn-2 is a revolutionary, AI-powered educational platform designed specifically for children with Autism Spectrum Disorder (ASD). Our mission is to leverage cutting-edge artificial intelligen…

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  5. Enlightener Enlightener Public

    Enlightener, the cutting-edge Retrieval-Augmented Generation (RAG) system that revolutionizes query responses. By combining the power of SSM models (Mamba) with the advanced GGUF Mamba models,

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  6. sglang sglang Public

    Forked from sgl-project/sglang

    SGLang is a fast serving framework for large language models and vision language models.

    Python