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egorfolley/README.md

Background

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Hi there!

I'm Egor, and I deploy AI systems end-to-end: customer discovery → technical implementation → production.

About me

  • 6+ years shipping GenAI, multi-agent RAG, and vision AI systems
  • Delivered 12 consulting projects - 2 enterprise, 4 SMBs, and 6 startups - AI audit and custom GenAI code (legacy/from scratch)
  • Founded 2 AI startups: ARTIAL (Techstars & $10k in rev) and Stealth AI (NVIDIA Inception & $300 MRR)
  • BSc in Mechatronics & Robotics, PhD dropout

My work

  • Construction Vision AI Agent: Real-time safety analysis using multimodal LLMs deployed on GCP. Saved supervisors 12-15 h/week. Presented at BuiltWorld AI Conference.
  • Multi-agent RAG Platform: Reduced time-to-value by 25% for field managers adopting new tech. Built with LangGraph + GPT-4o, Milvus VectorDB, AWS ECS.
  • Autonomous Drone Navigation: Fully autonomous visual navigation on Nvidia Jetson Nano using C++ and ROS. Indoor demo flight, Outdoor demo flight.
  • Agentic RAG Copilot: Embedded copilot that reduced cross-team data retrieval by 82%. OpenAI/Anthropic models with LangChain, LlamaIndex, NoSQL.

Stack I ship with

Python TypeScript LangGraph LangChain LlamaIndex PyTorch FastAPI Docker AWS GCP Azure ROS C++

Contact: egor@efolley.com

Pinned Loading

  1. Introduction-to-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning Introduction-to-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning Public

    Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning!

    Jupyter Notebook 6 5

  2. Multitracking_OpenCV Multitracking_OpenCV Public

    Project using Python OpenCV for multiple tracking objects

    Python 2 2

  3. DataCamp DataCamp Public

    Courses and projects on Data Camp

    Python 11 3

  4. HackerRank_Mathematics HackerRank_Mathematics Public

    HackerRank practice of Mathematics using Python and C++

    C++ 1