# Nour Aldeen Tofi > AI Automation Engineer — n8n, LLM Agents, MCP · Senior Frontend Developer — based in Al Khobar, Saudi Arabia. I turn messy manual processes into self-running workflows — and build the interfaces people use on top of them. I build AI automation systems that turn messy manual processes into clean, self-running workflows — and the interfaces people use on top of them. My spearhead is n8n paired with language models: production workflows that read Arabic and English documents, validate them, catch what does not belong, and push clean structured data into sheets, CRMs, and dashboards. By day I lead frontend development as a Software Engineering Supervisor, with a track record of owning delivery end to end — requirements, tasks, production. ## Start here - [Home](https://nouraldeentofi.github.io/en/index.html) - [About](https://nouraldeentofi.github.io/en/about.html) - [Work](https://nouraldeentofi.github.io/en/work.html) - [Projects](https://nouraldeentofi.github.io/en/projects.html) - [Automation Lab](https://nouraldeentofi.github.io/en/automation.html) - [Chat](https://nouraldeentofi.github.io/en/chat.html) - [Contact](https://nouraldeentofi.github.io/en/contact.html) ## Projects - [Smart Scanner](https://receipt.nexleadtech.com) (2026): Arabic-first AI invoice management — from photo to approval, with zero manual data entry. - DFS Dashboard (2025–2026): A unified CRM and quotation platform that replaced scattered manual processes across every department. - [GoldenTag](https://play.google.com/store/apps/details?id=com.leadbridge.golden_tag) (2025): A jewelry store management app shipped to the Google Play Store. - Business Card Extractor (2026): Photograph a business card, and it lands in your phone's contacts in one tap. - MCP Search Server (2026): A Model Context Protocol server that lets an AI model query real data instead of only generating text. ## Automation workflows - Teacher Assistant AI Bot (2025 — present): A natural-language Arabic assistant delivered to a private tutor in Saudi Arabia. The tutor manages students, schedules, cancellations, and dues entirely through chat — the AI agent calls custom CRUD tools under strict business rules rather than guessing. - Smart Scanner Extraction Pipeline (2026): The production pipeline behind Smart Scanner. Every invoice — photo or PDF — is verified as a real invoice, parsed with GPT-4.1 Vision, validated, deduplicated, and persisted. It reads Arabic, English, and mixed documents, and is tuned for handwritten Arabic invoices and ZATCA e-invoice fields. - AI Job-Match Pipeline (2026): A scheduled pipeline that runs five daily search queries across LinkedIn, Indeed, and Glassdoor, scores each role's fit from one to ten with a structured-JSON LLM evaluator, and delivers only the high scorers. - Smart Lead Finder (2025): Automated B2B lead generation across the Saudi and Jordanian markets: multi-query place search, website scraping to extract emails and WhatsApp numbers, prioritisation scoring, and duplicate-safe appends into segmented sheets. - Lesson Quality Evaluator (2026): A webhook service that transcribes lesson videos with speaker separation and returns structured JSON scoring teacher quality and student engagement. - CRM Lead Cleaner (2026): Incoming CRM leads arrive scattered — duplicates, malformed emails, missing fields — and cost sales teams hours of manual triage. This pipeline cleans them automatically and reports on what it did. ## Experience - Software Engineering Supervisor, Distinctive Frontier Co. for Safety Equipment L.L.C (2026-01 — Present) - Freelance Project Coordinator & Automation Builder, NexLead (2025-03 — Present) - Frontend Developer / Project Coordinator, Distinctive Frontier Co. for Safety Equipment L.L.C (2025-01 — 2026-01) - Frontend Developer (Part-Time), Khwarizm Technologies (2024-09 — 2025-04) - Frontend Developer (Freelance), Minicodeleader (2023-06 — 2024-02) ## Machine-readable - [Full profile as markdown](https://nouraldeentofi.github.io/llms-full.txt): everything on this site in one document - [Profile JSON](https://nouraldeentofi.github.io/api/profile.json): identity, links, availability - [Projects JSON](https://nouraldeentofi.github.io/api/projects.json): projects and workflows - [Résumé (JSON Resume standard)](https://nouraldeentofi.github.io/api/resume.json) - [MCP server](https://nouraldeentofi.github.io/mcp/README.md): query this profile as tools from an AI assistant ## Contact - Email: nouraldeentofi@gmail.com - LinkedIn: https://www.linkedin.com/in/nouraldeentofi/ - Smart Scanner: https://receipt.nexleadtech.com - Google Play: https://play.google.com/store/apps/details?id=com.leadbridge.golden_tag - GitHub: https://github.com/nouraldeentofi - Codeforces: https://codeforces.com/profile/nour.tofi.it