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Deoding Complexity into Simplicity
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Deoding Complexity into Simplicity

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Ammar-Alnagar/README.md

Hi there, I'm Ammar Alnagar 👋

LLM Systems Engineer | AI Research Enthusiast | Open Source Contributor

Building the future of AI systems, one model at a time

LinkedIn HuggingFace Email


🚀 About Me

I'm a LLM Systems Engineer with a passion for pushing the boundaries of AI systems. Currently pursuing my M.Sc. in Artificial Intelligence , I specialize in building scalable, production-ready AI systems with a focus on Rust and Python.

  • 🔬 Current Focus: Advanced RAG systems, LLM optimization, and multi-agent frameworks
  • 🌱 Learning: Cutting-edge model architectures and distributed AI systems
  • 💡 Research Interests: RLHF, model distillation, and efficient inference
  • 🎯 Goal: Democratizing access to powerful AI systems through efficient engineering

🛠️ Tech Stack

Core Languages

Rust Python C++ Java Nim LaTeX Bash Script

AI/ML Frameworks & Tools

PyTorch Transformers LangChain Accelerate TRL Unsloth Hugging Face LangGraph Pydantic OpenAI Anthropic DeepSeek

Optimization & Serving

vLLM Ollama LocalAI TorchScript ONNX MLflow nVIDIA FastAPI Nginx

RAG & Agent Frameworks

Haystack Qdrant CrewAI LangGraph SwarmAI

Multimodal & Speech

Whisper Gemini Google_TTS Twilio

Infrastructure & Deployment

Docker AWS FastAPI Firebase Git Postman

Database & Storage

MySQL Neo4J Firebase Postgres Prisma SQLite Supabase Redis

🌟 What I'm Working On

  • 🔬 Research: Advanced RLHF techniques for large language models
  • 🦀 Development: Next-generation Rust frameworks for AI systems
  • 🤝 Collaboration: Open-source contributions to the AI community
  • 📚 Learning: Cutting-edge model architectures and distributed systems

"The best way to predict the future is to build it."

Let's connect and build something amazing together!

Profile Views

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  1. Pyron Public

    Pyron is a Python-based agentic pipeline framework that allows a team of AI agents to work together to complete tasks. It is built using the Google Agents Development Kit and is designed to be easi…

    Python

  2. Rust-Coder-CLI 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…

    Rust 11

  3. Ai-Agents.rs Public

    This project implements a modular multi-agent system in Rust. It demonstrates how agents can communicate, interact, and execute behaviors in a simulated environment. The system is designed to be ex…

    Rust 2

  4. Re-AG-Reasoning Public

    ReAG is a Python SDK for building Retrieval-Augmented Generation (RAG) applications. It provides a flexible and easy-to-use client for querying large language models (LLMs) with your own data.

    Python 1

  5. Marla Public

    This project implements an agentic pipeline using the Google Agent Development Kit (ADK) framework. It features a master agent that supervises and delegates tasks to a team of specialized agents, e…

    Python

  6. SLRAG-with-COT Public

    Self Learning RAG With COT is a project that implements Retrieval-Augmented Generation (RAG) combined with Chain of Thought (COT) reasoning. This project aims to enhance the performance of language…

    Python 17 2