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AndreySukhanov/README.md

Andrey Sukhanov - AI Engineer / Prompt Engineer

I build LLM systems that work in production: agents, RAG, prompt pipelines, and quality measurement.

Currently a prompt engineer at an AI tutor for school students: moderation, subject prompts, text-to-speech, several languages. I measure quality instead of eyeballing it - eval datasets, LLM-as-judge, version-to-version prompt comparisons. Plus answer safety and prompt injection resistance.

Projects

  • skillprobe - eval harness for agent skills: does a SKILL.md trigger when it should and does the model follow it, with repeats and confidence intervals across OpenAI, Qwen, DeepSeek, GLM and Kimi
  • memento - persistent task memory for Claude Code: the agent maintains task files, decisions and hypotheses itself, outside models verify what was written
  • ai-video-factory - decodes viral videos with vision LLMs and generates consistent-character series: FastAPI, Next.js, Docker
  • crm-seller-ai - AI sales agent for Bitrix24 and amoCRM: runs the dialog, qualifies leads, moves deals through the pipeline
  • summarix-ai - paid AI Telegram bot template: aiogram 3, Telegram Stars, subscriptions, Docker, CI

Stack: Python, FastAPI, LangGraph, LangChain, OpenAI API, RAG, Qdrant, PostgreSQL, Docker, MCP, GigaChat, YandexGPT

Contact: Telegram @andreys_nm · open to remote work and relocation

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  1. memento memento Public

    Persistent, file-based task memory for Claude Code. Your agent forgets everything between sessions - Memento doesn't.

    Go Template

  2. ai-video-factory ai-video-factory Public

    Viral-video intelligence platform: watches worldwide trends (YouTube, TikTok, Instagram, Google), decodes why videos go viral with vision LLMs, and turns those patterns into consistent-character vi…

    Python 3 1

  3. summarix-ai summarix-ai Public

    Monetized AI Telegram bot in 15 minutes: aiogram 3, Telegram Stars payments, subscription tiers, referrals, admin funnel, Docker, CI. You write one file - your AI logic.

    Python

  4. crm-seller-ai crm-seller-ai Public

    AI sales agent for Bitrix24 and amoCRM: GPT runs chats inside the CRM, qualifies leads, moves deals through the pipeline, books meetings and re-engages dormant clients.

    Python

  5. skillprobe skillprobe Public

    Eval harness for agent skills (SKILL.md): does the skill trigger when it should and does the model follow it - OpenAI, Qwen, DeepSeek, GLM, Kimi, any OpenAI-compatible API.

    Python