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kostIT13/README.md

18-year-old developer & tech enthusiast. passionate about backend development, machine learning, ai engineering and building scalable systems. currently exploring the intersection of AI and software engineering.


core skills

core skills

  • languages: Python • C • JavaScript • TypeScript • SQL
  • backend: FastAPI • SQLAlchemy • REST APIs
  • frontend: React • TypeScript • HTML/CSS
  • databases: PostgreSQL • Redis • SQLite
  • LLM & AI: Hugging Face • Transformers • Sentence Transformers • PEFT • LoRA/QLoRA • Ollama • OpenRouter • fastembed
  • RAG Stack: LangChain • LangGraph • RAG • Agents • Multi-Agents • RAG-Agents • Hybrid Retrieval
  • Vector Databases: Qdrant • ChromaDB • pgvector • sqlite-vec • Milvus • FAISS
  • Retrieval Techniques: BM25 • RRF • Reranking
  • Evaluation & Observability: RAGAS • Arize Phoenix • LangFuse
  • Tools & Infra: Docker • Docker Compose • Git • Linux • Nginx
  • UI/UX: Chainlit • Streamlit


Pinned Loading

  1. EVRAZ_ExcelAgent EVRAZ_ExcelAgent Public

    NSU Practical Project

    Python

  2. end-to-end-LLM-application end-to-end-LLM-application Public

    rag end-to-end system

    Python

  3. AI-system-for-screening-candidates AI-system-for-screening-candidates Public

    Интеллектуальная система, предназначенная для автоматизации и улучшения процесса отбора кандидатов.

    Jupyter Notebook

  4. DocuWeave DocuWeave Public

    Cовременное веб-приложение для работы с документами, использующее RAG (Retrieval-Augmented Generation) и интеллектуального агента на основе LangGraph

    Python

  5. LocalScript_solution_mts_true_techhack LocalScript_solution_mts_true_techhack Public

    AI-агент для генерации Lua-кода | Ollama + RAG + Sandbox | bogomol team | MTS True Tech Hack 2026

    Python

  6. CorpKnow-AI CorpKnow-AI Public

    Smart Corporate Knowledge Assistant with RAG Technology (Retrieval-Augmented Generation)

    Python