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Ammar-Alnagar/README.md

Hey 👋, I'm Ammar Alnagar

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Glad to see you here!

I am a Generative AI Engineer passionate about developing intelligent systems that can interact with and understand complex data. My journey began with a deep interest in Deep Learning and Natural Language Processing (NLP), and I have expanded my skillset into areas like Reinforcement Learning (RL), Retrieval-Augmented Generation (RAG), and Structured State Machines (SSMs).

I enjoy working on projects that combine cutting-edge machine learning techniques with real-world applications, including:

*Fine-tuning Large Language Models (LLMs) for text generation and question answering.

*Creating AI systems using RAG and SSMs to interact with unstructured data like PDFs.

*Exploring the use of AI agents and function calling for cognitive systems.

Currently, I’m enhancing my knowledge in GenAI , while focusing on building LLM-based applications with a strong emphasis on Chroma DB for vector databases. I'm always eager to collaborate on innovative projects that push the boundaries of AI research and development. Feel free to check out my projects and connect!


  • 🔭 I’m currently working on building and fine-tuning a Self learning RAG system that uses SSMs and specializes in specific domains.

  • 🌱 I’m currently learning advanced methods in Retrieval-Augmented Generation (RAG) , Structured State Machines (SSMs) , Generative AI and Reinforcement learning .

  • ⚡ I’m looking to collaborate on AI-driven projects that push the boundaries of machine learning and natural language understanding.


Languages and Tools

MySQL Git OpenCV Keras C Java Ruby Kotlin C++ PostgreSQL Python TensorFlow Bash Raspberry Pi MongoDB Linux pytorch Firebase Arduino

🏆 GitHub Stats

ammar-alnagar

Anurag's GitHub stats


GitHub Snake

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  1. 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,

    Python 11 2

  2. Langchain-nlp Langchain-nlp Public

    Forked from pixegami/langchain-rag-tutorial

    A simple Langchain RAG application.

    Python 11

  3. mambaw mambaw Public

    Forked from state-spaces/mamba

    Mamba SSM architecture

    Python 11

  4. simple-local-rag simple-local-rag Public

    Forked from mrdbourke/simple-local-rag

    Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.

    Jupyter Notebook 11 1

  5. 8-bit-game 8-bit-game Public

    8-Bit Game Shooter: A retro-style video game featuring 8-bit graphics and classic shooter mechanics. Players navigate through levels, combat enemies, and achieve high scores, all while enjoying a …

    Java 11 1

  6. GPT_mini_clone GPT_mini_clone Public

    GPT_mini_clone: A compact version of GPT designed for lightweight applications and rapid deployment, offering efficient natural language understanding and generation capabilities with reduced comp…

    Python 11