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LIAICHI MUSTAPHA

scraper_guru

AI Engineer & n8n automation expert. . Building tools for workflow automation, data extraction, and AI integration.

ACTOR STATS

22 public Actors

290 total users

45 monthly users

69.9% runs succeeded

Mustapha Liaichi

AI Engineer building production data infrastructure for AI, automation, and market intelligence.

I turn difficult web sources into reliable Apify Actors, structured datasets, and APIs for AI agents, RAG pipelines, analytics, and business workflows.

What I Build

  • AI-ready data: Clean content for RAG, LLM training, research, and sentiment analysis.
  • Market intelligence: Analyze Apify, n8n, Make, and Zapier to uncover demand, pricing, and product gaps.
  • Moroccan data: Extract listings, real estate, companies, jobs, and news from Avito, Mubawab, OMPIC, Rekrute, and Hespress.
  • MCP integrations: Connect AI assistants with Trello, Jira, Asana, Confluence, and other tools.

Built for Production

Predictable schemas, pagination, retries, proxy support, configurable limits, and outputs ready for APIs, n8n, JSON, CSV, and AI systems.

Stack: Python, TypeScript, JavaScript, Crawlee, Playwright, Apify SDK, n8n, MCP, LLMs, and RAG.

Custom Development

Need a scraper, AI dataset, marketplace analyzer, or Apify-to-n8n integration? I build custom Actors and data pipelines for production workflows.

Portfolio  · GitHub  · LinkedIn  · Email

Have a difficult data or automation problem? Let's make it reliable.

Public Actors