Marwa Amar
Marwa Amar

AI Automation Specialist

Open to offers · Member since 20 Oct 2026
Location
Egypt
Desired salary
Unspecified
Work preference
Remote Only / Freelance
Experience level
Mid

About

Professional summary

I am a hands-on AI Automation Specialist focused on transforming manual, repetitive business processes into automated, AI-powered systems. I work across sales, CRM, reporting, and client operations to create practical workflows that reduce administrative effort and improve operational visibility.

I design end-to-end automations using no-code and low-code platforms such as n8n, Make, and Zapier. My work includes integrating APIs, webhooks, Google Sheets, databases, email systems, and messaging platforms into connected business solutions.

I have built AI agents for lead classification, calendar booking, data analysis, reporting, and customer-facing real estate assistance. I also develop RAG-based systems and apply prompt engineering to make LLM-powered workflows useful, reliable, and aligned with business needs.

I build dashboards and interfaces for monitoring automation workflows and reporting data, using React, JSX, Vercel, and related deployment platforms. I am comfortable connecting front-end dashboards to AI and automation backends for testable MVPs.

I also have experience teaching AI automation concepts, workflow design, prompt engineering, and AI agent development to live trainee groups. I communicate technical concepts clearly and create training materials on AI workflow evaluation, LLM-as-Judge methods, metrics, and A/B testing.

I am a rapid learner with a problem-solving mindset, continuously expanding my knowledge of Python, LangChain, FastAPI, and emerging AI tools. I focus on translating business requirements into scalable, maintainable automation architectures.

Skills

20 capabilities

Tech stack & tools

Working toolkit

Application Hosting

Collaboration

Data Stores

Languages & Frameworks

Experience

Career history

Freelance AI Automation Specialist Upwork

I deliver freelance AI automation and workflow-integration projects for clients. My work includes building CRM systems that pull lead and client data from Google Sheets and trigger automated email workflows for follow-up and reporting.

I design end-to-end automation solutions across sales, CRM, reporting, and content workflows. Each solution is tailored to the client's existing tools, processes, and operational requirements.

AI Automation Engineer & Instructor Sparkling

Designed and built production n8n automation systems for clients under Eng. Hussam El-Din Hassan. Delivered a Telegram-based AI Sales Agent for lead classification, autonomous calendar booking, and Google Sheets logging, as well as an AI Data Analyst workflow connecting natural-language requests, Supabase/PostgreSQL, AI analysis, and automated HTML email reports.

Served as an instructor for a live Office Hours program with approximately 40 trainees, teaching AI automation, n8n workflow design, prompt engineering, and AI agent development. Built and delivered training on AI workflow evaluation, including LLM-as-Judge methodology, evaluation metrics, and A/B testing.

AI Automation Engineer SAP AI

Designed and delivered AI automation projects for a Saudi-based company, developing n8n workflows and AI-agent solutions for regional business use cases. Built a WhatsApp Business API-integrated real estate AI assistant.

Collaborated cross-functionally to translate client requirements into automated and scalable workflow architectures. Focused on practical integrations that supported business operations and client needs.

Education

Learning history
No education data available.

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