
LIAICHI MUSTAPHA
AI Engineer & n8n automation expert. . Building tools for workflow automation, data extraction, and AI integration.
mustaphaliaichi@gmail.com
MuLIAICHI
@liaichi_m
mustaphaliaichi.com
in/liaichi-mustapha
Joined August 2024
ACTOR STATS
22 public Actors
290 total users
45 monthly users
69.9% runs succeeded
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.
- 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.
- Apify Store Market Analyzer
- n8n Marketplace Analyzer
- Substack Scraper
- Avito Morocco Scraper
- Mubawab Real Estate Scraper
- Reddit Comments Scraper
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.
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.