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dome317/README.md

I build autonomous AI systems that run in production.

Multi-agent architectures, workflow automation, production-grade pipelines. No toy projects — real systems processing thousands of tasks daily, running 24/7, solving real problems.

What I Build (Last 30 days)

job-search-pipeline

Fully autonomous job search system. Aggregates 300+ jobs/day from 4 platforms, scores with rule-based + LLM two-stage pipeline, pushes qualified matches via Telegram. 8,700+ jobs processed. Runs 24/7 on a 15/month VPS.
Python | SQLite | Docker | Claude API | Playwright

ai-social-engine

Autonomous multi-agent content engine for Twitter/X. 4-layer voice validation, pattern learning with memory decay, slop detection, cost-optimized LLM routing with circuit breaker. 206 files, 39 API endpoints, 8 subsystems.
TypeScript | Node.js | LangGraph | LiteLLM | PostgreSQL | Redis | Docker

spec-to-proposal-router

Intelligent model routing engine. Analyzes incoming requests, scores complexity, selects the cheapest capable LLM tier. Real-time token cost dashboard. 97% cost reduction vs. always routing to the largest model.
Python | Streamlit | Claude API | OpenAI API

doc-ai-assistant

Upload PDFs, extract structured data, search a product catalog semantically via RAG, generate proposals. Works with any product database. Includes full demo mode without API keys.
Python | Streamlit | Claude API | RAG | PDF Parsing

growth-quiz-engine

Conversion-optimized quiz funnel engine. Conditional branching, multi-axis scoring, personalized PDF reports, email capture. Configurable via JSON. 40%+ quiz-to-lead conversion.
React 19 | TypeScript | Vite | Tailwind | Framer Motion

lead-intelligence-bot

AI chatbot that qualifies leads through conversation, scores them, and routes qualified leads to CRM via webhooks. Integrates with Make.com, n8n, HubSpot, Slack.
Next.js | Claude API | Make.com | HubSpot | Slack API

autonomous-sales-swarm

Multi-agent autonomous sales pipeline. 4 specialized agents (Qualification, Outreach, Onboarding, Support) orchestrated via n8n, powered by Claude + Supabase pgvector RAG.
n8n | Claude API | Supabase | pgvector | HubSpot | Docker

Tech Stack

Languages

Python TypeScript JavaScript

Frameworks & Libraries

React Next.js Node.js Tailwind Streamlit

AI / ML

Claude OpenAI LangGraph LiteLLM RAG

Infrastructure

Docker PostgreSQL Redis Supabase SQLite

Automation & Tools

n8n Make Playwright HubSpot

Dominik Tsatskin — Computer Science — Germany

Pinned Loading

  1. ai-social-engine ai-social-engine Public

    Autonomous AI content engine for Twitter/X. Multi-agent architecture with voice matching, slop detection, pattern learning, and cost-optimized LLM routing.

    TypeScript

  2. job-search-pipeline job-search-pipeline Public

    Autonomous job search pipeline: multi-platform scraping, AI scoring, CV/cover letter generation, and Telegram delivery

    Python 1

  3. lead-intelligence-bot lead-intelligence-bot Public

    AI-powered lead qualification chatbot. Conversational AI that qualifies, scores, and routes leads to your CRM via webhooks.

    TypeScript

  4. spec-to-proposal-router spec-to-proposal-router Public

    Intelligent model routing engine that analyzes customer specifications, scores complexity, and routes each request to the most cost-effective LLM. Up to 97% cost savings.

    Python

  5. autonomous-sales-swarm autonomous-sales-swarm Public

    Fully autonomous multi-agent sales pipeline powered by n8n, Claude AI, and RAG — from lead intake to closed deal.

    Python 1

  6. growth-quiz-engine growth-quiz-engine Public

    🧠 Open-source quiz funnel engine for lead generation — multi-axis scoring, email capture, CRM webhooks, and personalized results. Built with React 19, TypeScript, Vite, Tailwind CSS & Framer Motion.

    TypeScript