Yassine Rem - AI Engineer | ContraWork by Yassine Rem
Yassine Rem

Yassine Rem

AI engineer

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Cover image for Automated Lead Enrichment System (n8n
Automated Lead Enrichment System (n8n + AI Integration)
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Cover image for A production-grade automated cold outreach
A production-grade automated cold outreach system built on n8n that manages the full lifecycle of a B2B email campaign. From initial contact selection to intelligent multi-step follow-up sequences, this system operates autonomously — sending personalized emails, detecting replies, routing leads intelligently, and updating a Google Sheets CRM in real time. Designed for scale, deliverability, and zero manual intervention after deployment.
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Cover image for A fully automated B2B cold
A fully automated B2B cold outreach system that handles the entire lifecycle of a cold email campaign — from lead selection to multi-step follow-up sequences — with AI-powered reply detection and real-time CRM updates. No manual work required after setup. The system runs on a schedule, respects business hours, randomizes send timing to avoid spam filters, and intelligently routes each lead based on their response behaviour.
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Cover image for A multi-agent AI system that
A multi-agent AI system that analyzes digital marketing performance across Google Ads, Meta, TikTok and GA4, and turns raw campaign data into clear, actionable recommendations. What it does: 5 specialist AI agents each analyze a different area (paid media, budget, conversions, creative,  sales), debate their findings, then produce a full client-ready report — with budget reallocation and creative insights — in minutes. What you're seeing: the orchestrated 11-node pipeline that runs the specialist agents in parallel, grounded in a knowledge base of real marketing benchmarks. Built with: LangGraph · OpenAI GPT-4o · RAG · Python Result: Turns hours of manual marketing reporting into a 2-minute automated process.
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