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Building AI automation systems
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Building AI automation systems
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nikita-automation/README.md

Nikita Rozumniy — AI Automation Engineer

I build production automation systems for real businesses: event-driven pipelines that connect ordering platforms, documents, AI models and communication channels — running on self-hosted infrastructure I administer myself.

📍 Germany · 💬 Ukrainian / Russian (native), German (C1), English (technical) 🔗 LinkedIn

Featured Projects

Project What it does Stack
choice-invoice-automation Production invoice automation for a food-delivery business: ~70 accounting PDFs/day generated from order webhooks, delivered by e-mail + Google Drive, with a 3-year retention policy as code n8n, Python, ReportLab, SQLite, OAuth2, ChoiceQR API
content-publishing-pipeline End-to-end video pipeline: translate → edit → caption → auto-publish short-form video to LinkedIn, Instagram & YouTube from a single Telegram approval n8n, HeyGen, Submagic, Anthropic Claude, Blotato, Google Sheets
ai-meeting-transcription Meeting recordings → transcripts, summaries and action items with human review n8n/Make.com, Whisper, OpenAI, Google Workspace
telegram-ai-autoreply Self-hosted Telegram assistant with whitelist guard and conversation routing Python (Telethon), n8n, OpenAI, Docker Compose

How I work

  • Business impact first — I measure automations in hours saved and errors eliminated, not in node counts
  • Production discipline — idempotent pipelines, encrypted credential stores, error handling, versioned workflows, data-retention policies
  • Self-hosted by default — Linux VPS, Docker, Nginx, cron; full control over data and costs

Stack

n8n Python Make.com OpenAI API Anthropic Claude Whisper HeyGen Submagic ElevenLabs Blotato REST APIs OAuth2 Webhooks SQLite PostgreSQL Docker Linux Nginx Git Telegram Bot API Google Workspace Airtable

Currently Learning

PostgreSQL · Docker · Python · Advanced n8n · AI Agents

Contact

Popular repositories Loading

  1. ai-reels-analysis ai-reels-analysis Public

    Collects short-form videos via Apify, transcribes with Whisper, analyses them with AI, and stores structured results in Airtable

  2. ai-call-analysis-system ai-call-analysis-system Public

    Turns recorded calls into transcripts, summaries, action items and structured reports

  3. AI-Telegram-Assistant AI-Telegram-Assistant Public

    Self-hosted Telegram assistant (OpenAI) with conversation context and message routing

  4. AI-Voice-Generator AI-Voice-Generator Public

    ElevenLabs voice generation from approved scripts, with state management in Airtable

  5. AI-WordPress-Publisher AI-WordPress-Publisher Public

    Automated creation and publishing of WordPress posts via the REST API, with a draft/review workflow

  6. nikita-automation nikita-automation Public