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hadder10/README.md

Yegor Ilyakov (or Hadder)

ML / Computer Vision / Federated Learning developer focused on image analysis, model training, privacy-preserving machine learning and deployment automation.

Main focus

  • Computer Vision: OpenCV, YOLO, image classification, object detection
  • Machine Learning: PyTorch, TensorFlow, scikit-learn
  • Federated Learning: Flower, gradient privacy, Opacus, gradient reconstruction attack simulation
  • Backend / DevOps: Docker, Docker Compose, PM2, Nginx, CI/CD basics
  • Languages: Python, JavaScript, TypeScript, C++, C#

Featured Projects

Project Description Tech stack
hadder-federated-gradient-privacy Federated learning system for image classification with gradient privacy protection and gradient inversion attack simulation. Python, PyTorch, Flower, Opacus, Docker
cv-app-empty-store-shelf Computer vision app for detecting empty shelf areas in retail images using YOLO and Streamlit. Python, YOLO, OpenCV, Streamlit
web-plus-pm2-deploy Full-stack deployment project with React frontend, Node.js backend, PM2 deploy and production server setup. React, Node.js, PM2, Nginx, TypeScript
stellar-burgers React + TypeScript SPA for a burger constructor with routing, authentication and Redux state management. React, TypeScript, Redux
today-is-game Strategy game where the player acts as a city newspaper editor, ranks headlines and influences faction relations. Lua, Love2D, Python

Contacts

Tech Stack

Python PyTorch TensorFlow OpenCV Docker Flower Opacus React TypeScript Nginx

Pinned Loading

  1. hadder-federated-gradient-privacy hadder-federated-gradient-privacy Public

    Federated learning system for image classification with gradient privacy protection and gradient inversion attack simulation.

    Python

  2. cv-app-empty-store-shelf cv-app-empty-store-shelf Public

    Computer vision app for detecting empty shelf areas in retail images using YOLO and Streamlit.

    Python

  3. stellar-burgers stellar-burgers Public

    React + TypeScript SPA for a burger constructor with routing, authentication and Redux state management.

    TypeScript

  4. web-plus-pm2-deploy web-plus-pm2-deploy Public

    Forked from Eioven/web-plus-pm2-deploy

    Full-stack deployment project with React frontend, Node.js backend, PM2 deploy and production server setup.

    JavaScript

  5. today-is-game today-is-game Public

    Today is is a strategy game where you play as a city newspaper editor. Rank headlines, influence faction relations (public, police, mafia, intelligence), and shape the city's balance of power. Proc…

    Lua 1