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KazKozDev/README.md
Screenshot 2025-12-12 at 17 22 45

Hi, I'm Artem

AI Agent Developer & Prompt Engineer.
Autonomous AI systems — agents, LLM apps, prompt optimization.
Background in ML data quality & LLM evaluation.

Agentic AI Solutions

Autonomous systems capable of complex reasoning and execution

  • NovelGenerator — Fiction generator using multi-agent swarm to create complete novels with coherent plots
  • LLMFlow Agent — GAME-based framework for building autonomous AI agents
  • LLMFlow Search — Deep research agent that synthesizes reports from multiple web sources
  • Vision Agent Analyst — Multimodal agent analyzing charts, UI screenshots, and PDFs for reporting
  • dev-ops-agent — Technical agent performing code reviews and automated bug-fixing proposals

Production Prompt Engineering

Interface between human intent and LLM output

LLM Systems & Infrastructure

  • Production Rag — Multi-strategy retrieval, hybrid search, and comprehensive evaluation framework
  • llm-evaluation-framework — A/B testing pipeline, benchmarking, and LLM-as-a-judge implementation

Pinned Loading

  1. NovelGenerator NovelGenerator Public

    Fiction generator using LLM agents to create complete novels with coherent plots, developed characters, and diverse writing styles.

    TypeScript 70 20

  2. book-translator book-translator Public

    Translate books and big text files via Ollama LLMs using two-stage approach with initial translation, then AI self-reflection and refinement.

    Python 27 9

  3. dspy-optimization-patterns dspy-optimization-patterns Public

    A production framework for DSPy implementing the Teacher-Student pattern. Distill the reasoning of expensive models (Teacher) into optimized prompts for cheap, fast models (Student) to reduce infer…

    HTML 9

  4. cursor-flow cursor-flow Public

    Cursor Flow is a free desktop app for recording and polishing short product demos and app walkthrough presentations, featuring cursor enhancement, simple timeline edits, and smart zoom for clean MP…

    TypeScript 1

  5. dspy-prompt-optimizer dspy-prompt-optimizer Public

    AI agent that writes DSPy programs for you. Task description + examples → Agent builds DSPy pipeline → Optimized prompts + Python code.

    Python 1

  6. mcp-search-server mcp-search-server Public

    MCP server that gives LLMs web search, intelligent article extraction, PDF parsing, and contextual awareness (datetime/geolocation) - zero setup, no API keys.

    Python 1