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Rayan Mohamed

@rayanmohamed

Message

I build production AI automation, RAG, and conversational systems that eliminate manual business work.

Egypt

Message

What I'm looking for

I'm eager to grow in a fast-paced AI team environment where I can build and deploy production AI systems that automate real business work.

At Sparkling for Business LLC, I design and deploy production AI automation for business clients, including AI agents, RAG pipelines, conversational bots, CRM systems, and document-processing workflows.

I've built LeadSync AI, an Arabic NLP conversational CRM for physiotherapy centers that captures Telegram leads, identifies urgency and appointment intent, and routes hot leads in real time.

My AI Operating System combines 11+ unattended n8n workflows with scheduled AI agents to automate planning, outreach, inbox triage, task sync, and revenue reporting for a solo business.

I also build multilingual meeting intelligence, semantic candidate search, shopping assistants, WhatsApp support agents, and machine-learning systems using Python, FastAPI, LangChain, OpenAI, Supabase, FAISS, and n8n.

Experience

Work history, roles, and key accomplishments

Current

AI Automation Engineer

Current

Sparkling for Business LLC

Jan 2026 - Present (9 months)

Designed and delivered production AI automation systems for business clients, including AI agents, RAG pipelines, and conversational bots. Applied LLM orchestration, prompt engineering, and vector-store retrieval to ship real-time lead-qualification agents, AI-powered CRM systems, and document-processing pipelines.