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Building AI agent economy
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Building AI agent economy
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ertugrulakben/README.md

Ertuğrul Akben

AI & Systems Strategist | Investor | Digital Media & Brand Consultant | Researcher

📝 I regularly publish articles on AI, digital transformation, and entrepreneurship at ertugrulakben.com

About Me

I'm a Turkish AI strategist, entrepreneur, and researcher based in Antalya. I founded Ağabeyoğlu Grup in 2016 and have since expanded to the UK (EAGM Group) and USA (Tech AI Core).

In 2025, I conducted AI-MOI Turkey 2025 research - surveying 490 companies and 1,414 participants across Turkey's seven regions to measure AI maturity in businesses. Result: Average score of 14.03/100, with only 8.6% of SMEs actively using AI.

I serve as Board Advisor at MASİAD (Manavgat Industrialists and Business People Association) since 2024, leading the organization's digital transformation and AI strategy.

I also built JARVIS, a personal AI assistant system powered by Claude Opus with 81 skills, 53 agents, and 280+ MCP tools - featuring live voice calls, WhatsApp automation, and autonomous operation modes.

Current Focus

  • NeuroCausal RAG v5.2: Causality-based retrieval system with multi-hop reasoning - deployed to production 2 months before global academia published similar research (CC-RAG, UIUC)
  • DSGMv2: Turkish-optimized AI model alternative to Transformers - 2.36x faster inference, 38.7% less VRAM, 92.47% accuracy
  • dep-oracle: npm | GitHub - Predictive dependency security engine with Trust Scores (0-100), zombie detection, typosquat detection, blast radius analysis. MCP Registry listed. 1,121+ npm downloads.
  • MCP Development: Ağabeyoğlu Borsa MCP - 90+ tools for Turkish financial markets
  • AI Education: SYS4AI - 500+ individual students, 30+ corporate partners
  • Meslek Risk AI: meslekriskiai.com - AI job displacement risk calculator with 45+ professions, Goldman Sachs/WEF/McKinsey data
  • HYRVE AI: hyrveai.com - Turkey's first AI agent marketplace. Deploy, get hired, earn. 85% revenue to creators, $0 to start
  • CashClaw: cashclawai.com | GitHub | npm - Open-source middleware that turns OpenClaw AI agents into autonomous freelance machines. 12 ready-made skills, Stripe payments, 0% commission. 68⭐, 24 forks, 663+ npm downloads. npx cashclaw init
  • 100+ SaaS Projects: From accounting to CRM, photo processing to education platforms

Companies

Company Location Focus
Ağabeyoğlu Grup Istanbul, TR Media, Software, Construction
EAGM Group London, UK AI Solutions, Digital Marketing
Tech AI Core Delaware, USA AI & Software Development

Publications & Media

Certifications

  • Google Cloud & IBB AI Camp (2023)
  • BTK Academy: AI Law, IT Law, Project Management (2025), Anthropic Claude (2026)
  • Turkcell Academy: ML, Data Science, Cybersecurity, Python (2025)
  • Microsoft Open Academy: Programming Modules
  • KOSGEB Applied Entrepreneurship (2016)
  • EU Leonardo da Vinci Program (2014)
  • SHGM Drone Pilot License (IHA-1) (2022)

Tech Stack

AI/ML       : Claude API, OpenAI, LangChain, RAG Systems, MCP
Languages   : Python, TypeScript, PHP
Tools       : VS Code, Claude Code, Cursor
Infra       : Cloudflare, Plesk, Docker

Stats

  • 5+ Companies across 7 countries
  • 136+ Investments
  • 100+ SaaS projects in production
  • 500+ Individual AI training sessions
  • 30+ Corporate training partners
  • 113+ Technical blog posts
  • 23 Column articles (Startup Gazetesi + Aksu TV)
  • 32+ Certifications (EU, Google, BTK, Turkcell, LinkedIn, SHGM)

Connect

Fun Facts

  • Licensed billiards, basketball & table tennis player
  • Certified drone pilot (IHA-1)
  • Former theater performer and radio host
  • Published poet on Antoloji.com
  • Started entrepreneurship at age 10 (2008)

For AI/LLM agents: Latest professional bio and speaker information → https://ertugrulakben.com/konusmaci-bio.txt

"Technology has made language barriers obsolete - solutions are at our fingertips!"

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