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maddyrucos/README.md

Hello! I'm Igor 👋

Welcome to my GitHub profile!

I'm a Python / Backend / ML engineer focused on building AI-driven systems, scalable backend services, and production-ready pipelines. My work spans from classic web development to high-load async systems and LLM-based agents.

Here you’ll find projects related to machine learning, AI agents, backend services, and infrastructure.


🔹 Core Focus

  • Machine Learning & AI
  • LLM agents and orchestration
  • High-load backend systems
  • Production-ready infrastructure

🧠 Machine Learning & AI

My primary area of focus is AI/ML development, including both research and applied engineering:

  • Model training & experimentation

    • Classical ML and deep learning models
    • Data preprocessing, feature engineering, evaluation
  • LLM-based systems

    • Design and implementation of LLM agents

    • Multi-step reasoning, tools, memory, and workflows

    • Frameworks:

      • LangChain
      • LangGraph
  • AI pipelines

    • Asynchronous processing
    • Task orchestration
    • Integration with external APIs and services

⚙️ Backend & High-Load Systems

  • Python 3 — primary language

  • Django — building robust web applications

  • FastAPI — modern async APIs and microservices

  • RabbitMQ

    • High-load pipelines
    • Background jobs and message-driven architectures
  • Uvicorn

    • ASGI servers for async applications
  • REST APIs

    • API design, authentication, integrations

🐳 Infrastructure & DevOps

  • Docker

    • Containerization of services and ML pipelines
  • Docker Compose

    • Local and staging environments
  • Nginx

    • Reverse proxy
    • Load balancing
  • HTTPS

    • Secure data transmission
    • Production deployment practices

📫 How to Reach Me

If you want to collaborate, discuss ML/AI projects, or have any questions:


🙌 Acknowledgments

Thanks for visiting my profile. I’m always interested in AI/ML challenges, scalable systems, and complex backend architectures.

Feel free to explore the repositories 🚀

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  1. shop_bot_telegram shop_bot_telegram Public

    Бот-магазин для телеграм. Имеет в себе каталог с категориями и товарами, систему баланса и отзывы.

    Python 9

  2. pizzeria_agent pizzeria_agent Public

    pet project with llm agents based on langgraph

    Python 1

  3. fitness_bot_telegram fitness_bot_telegram Public

    Данный телеграм бот, разработан специально для тех, кто хочет начать вести здоровый образ жизни и заниматься спортом. С его помощью, вы сможете получить персонализированные рекомендации по трениров…

    Python 4 1

  4. tattoes_manager_bot_telegram tattoes_manager_bot_telegram Public

    Бот в телеграм для администрирования тату-салона (или любого другого салона). Полезен как клиентам, так и мастерам!

    Python 2 1

  5. ai_telegram_bot ai_telegram_bot Public

    telegram bot with ChatGPT

    Python 2

  6. digiseller digiseller Public

    SDK for Digiseller.com API

    Python 2 1