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    "name": "Ahmed Z. Shanti",
    "label": "Founder & Lead Engineer — Full-Stack, AI & Cybersecurity",
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    "summary": "Senior full-stack engineer, cybersecurity researcher, and server administrator with 20+ years building secure, high-performance products and the infrastructure they run on. Founder and lead engineer behind a large portfolio of profitable SaaS products used by global audiences — spanning AI tools, real-time communication, content automation, analytics, and developer utilities. Deep daily work across modern software development, applied AI (LLMs, RAG, agents, MCP), and cybersecurity. Open to senior IC, technical-leadership, and founding-engineer roles — remote or in Gaza.",
    "location": "Gaza, Palestine",
    "url": "https://mkav3li.com",
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        "network": "LinkedIn",
        "username": "ahmedshanty",
        "url": "https://linkedin.com/in/ahmedshanty"
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        "network": "GitHub",
        "username": "mkav3li",
        "url": "https://github.com/mkav3li"
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      "company": "Outline Technologies",
      "position": "Founder & Lead Engineer",
      "location": "Gaza, Palestine (Remote)",
      "startDate": "2015",
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      "highlights": [
        "Designed, built, and operate a large portfolio of production SaaS platforms end-to-end — architecture, infrastructure, security, data, deployment, and ongoing operations.",
        "Architected secure multi-tenant cloud infrastructure on Cloudflare, AWS, and bare-metal Linux — Nginx, Docker, CI/CD pipelines, automated backups, and zero-downtime deploys.",
        "Integrated frontier LLM stacks (Claude, OpenAI, RAG, Model Context Protocol) into production — custom AI agents and knowledge-base-driven chatbots.",
        "Shipped real-time communication systems using WebSockets, the Telegram Bot API, and webhook pipelines.",
        "Implemented security-by-design across all products: encrypted storage, GDPR-aligned data handling, RBAC, audit logging, and secure key management.",
        "Drove SEO and Core Web Vitals optimization across every product, with measurable performance and organic-traffic gains."
      ]
    },
    {
      "company": "Self-employed",
      "position": "Freelance Web Developer & Systems Administrator",
      "location": "UAE – Palestine",
      "startDate": "2005",
      "endDate": "2015",
      "highlights": [
        "Maintained Linux servers (Apache, Nginx, MySQL) for business and personal websites — deployments, backups, and security patching.",
        "Built PHP, JavaScript, and database-backed web applications across e-commerce, CMS, and custom internal tools.",
        "Performed security hardening and ad-hoc audits on client servers, remediating common web vulnerabilities.",
        "Built the foundational expertise that later powered the SaaS portfolio at mkav3li.com."
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    {
      "company": "Local NGOs & Community",
      "position": "Community Trainer & NGO Technical Support (Volunteer)",
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      "startDate": "2015",
      "current": true,
      "highlights": [
        "Provide free technical and data support to local NGOs and community projects.",
        "Run practical workshops on digital skills, safe data handling, and online safety."
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      "institution": "Gaza University, Gaza, Palestine",
      "degree": "Multimedia and Design",
      "startDate": "2012",
      "endDate": "2014",
      "highlights": [
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    {
      "institution": "Faculty of Commerce, Al-Azhar University, Gaza",
      "degree": "Business Administration (English Section)",
      "startDate": "2010",
      "endDate": "2012",
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    {
      "institution": "Faculty of Commerce, Islamic University of Gaza",
      "degree": "Business Administration (English Section)",
      "startDate": "2008",
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      "name": "TGLiveChat",
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      "url": "https://humangpt.io",
      "keywords": [
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      "description": "AI-driven SEO intelligence platform combining machine learning with keyword research, rank tracking, and optimization insights.",
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      "description": "Generates viral short-form videos with automated scripts, AI voiceovers, and synced captions.",
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