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Eg0Mak/README.md

Hey! Welcome to my GitHub page

👋 Hi, I'm Egor Shipilov

🔬 Research Intern in Machine Learning & Quantum Technologies

🐍 Machine Learning Engineer focused on Classical ML, LLMs & RAG

🚀 Building AI agents, conducting research, and shipping real-world ML projects


About me

I'm a Bachelor's student in Applied Machine Learning at the Financial University under the Government of the Russian Federation (2024–2028).

Currently, I work as a Machine Learning Research Intern, where I conduct research in quantum machine learning and participate in scientific publications.

My main interests include:

  • Machine Learning
  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • AI Agents
  • Deep Learning
  • Python Development

I enjoy building practical AI systems—from research prototypes to production-ready applications. My recent projects include local LLM agents, RAG systems, SQL optimization assistants, and computer vision applications.

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  1. LocalScript LocalScript Public

    Local AI agent for Lua code generation with Ollama, FastAPI, validation loop, and automatic self-repair

    Python

  2. AURA AURA Public

    Hybrid RAG system for document question answering with FAISS, TF-IDF, Cross-Encoder reranking, and Gradio UI

    Python

  3. VQCvsMLP VQCvsMLP Public

    Comparative study of Variational Quantum Classifiers and MLPs on synthetic datasets with metrics, decision boundaries, and AUC analysis

    Jupyter Notebook

  4. barren-plateau-analysis barren-plateau-analysis Public

    Gradient-based analysis of barren plateaus in variational quantum classifiers with VQC, hybrid VQC, MLP baselines, and ansatz diagnostics

    Jupyter Notebook

  5. AQUA AQUA Public

    LLM-powered SQL optimization service with RAG, SQLCoder fine-tuning, FastAPI, and custom query benchmarking

    Jupyter Notebook 1

  6. SignLingo SignLingo Public

    Desktop application prototype for learning Russian Sign Language with webcam-based gesture recognition

    Python