Skip to content
View maddyrucos's full-sized avatar
💭
I may be slow to respond.
💭
I may be slow to respond.

Block or report maddyrucos

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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 🚀

Pinned Loading

  1. shop_bot_telegramshop_bot_telegramPublic

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

    Python 8

  2. fitness_bot_telegramfitness_bot_telegramPublic

    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

  3. tattoes_manager_bot_telegramtattoes_manager_bot_telegramPublic

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

    Python 3 1

  4. digisellerdigisellerPublic

    SDK for Digiseller.com API

    Python 2 1