Maruf Belete

I build ultra-fast, low-compute web scrapers, lead enrichment pipelines, and AI-powered extraction tools designed specifically for growth agencies, outbound sales teams, and no-code workflow builders (n8n, Make, Clay).

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• ⚡ Zero-Bloat Speed & Cost: My Actors are engineered on lightweight HTTP/Cheerio and hybrid architectures (512 MB RAM) rather than heavy, expensive headless browsers—saving you 70%+ on compute and Pay-Per-Event costs.
• 🎯 Actionable Agency Signals: Instead of dumping messy raw HTML, my tools output clean, normalized JSON with boolean sales-pitch flags (missing ad pixels, tech stack gaps, WCAG compliance checks) and AI cold outreach icebreakers.
• 🤖 Native Automation & MCP Ready: Every Actor is built with strict Input, Dataset, and Output schemas for seamless 1-click integration into Clay.com, n8n, Make.com, and autonomous AI MCP Agents.

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• Runtime & Scraping: Node.js, Crawlee, Apify SDK v3, Cheerio, Playwright, REST APIs
• AI & Enrichment: Google Gemini Flash, OpenAI, Structured JSON Extraction, Prompt Engineering
• Infrastructure & Workflows: Docker, Microservices, n8n, Make.com, Webhook Pipelines

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Need a custom detector signal added to an existing Actor, or looking for a dedicated B2B scraping pipeline for your agency?

• Feature Requests & Bug Reports: Open a ticket directly inside the Issues tab on any of my Actors—I typically ship new tech-stack signatures and fixes within 24 hours.
• Custom Projects: Available for custom Apify Actor development and automated lead-gen infrastructure.