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polubarev/README.md

👋 Hi, I'm Igor Polubarev!

I'm an AI Engineer and Data Scientist with over 3 years of experience specializing in Generative AI and Large Language Models (LLMs). I'm passionate about building and deploying AI-driven solutions to solve real-world problems.

  • 🌟 Winner of the "Digital Breakthrough 2022" ML/DL Championship
  • 👨‍💻 AI Engineer at IBM
  • 💼 Former Data Scientist at Mnogo Apps and Engineer - Data Analyst at Boeing Moscow

🛠️ Tech Stack

Programming Languages

Python SQL Bash

Machine Learning & AI

NumPy Pandas Scikit-learn TensorFlow PyTorch SpaCy

LLM & NLP

Hugging Face OpenAI Transformers LangChain LlamaIndex

Databases & Tools

Elasticsearch PostgreSQL Docker Git

🏆 Achievements

  • "Digital Breakthrough 2022": Fine-tuned EfficientNet B4 for drone detection on satellite images, achieving 95% accuracy. Top 10 among participants.

📚 Projects

🤖 Telegram Bot with LLM Integration

  • Developed a Telegram bot capable of human-like conversations and generating detailed summaries using LLMs.

🚗 Car Management and Access Control System

  • Developed a vehicle management system using Flask, PostgreSQL, and integrated real-time video streaming.
  • Trained neural networks like YOLOv5 and ResNet for license plate recognition.

🛰️ Satellite Imagery Search with Drone Detection

  • Fine-tuned EfficientNet B4 for drone detection in satellite images, achieving 95% accuracy.

📈 Experience

  • AI Engineer at IBM
  • Data Scientist at Mnogo Apps
  • Data Analyst at Boeing

💬 Let's Connect!

LinkedIn GitHub Email

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  1. SKUD_Avto SKUD_Avto Public

    Система котроля и управления доступом для автомобилей

    Python

  2. bootstrap_tool bootstrap_tool Public

    Bootstrap statistic method for p-value and power tests.

    Python

  3. Cocktail_Bot Cocktail_Bot Public

    Telegram bot which send your neurococktails

    Python

  4. sputnik_hack sputnik_hack Public

    Forked from status3000/sputnik_hack

    Jupyter Notebook