Ertuğrul Akben

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

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

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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 4.8 with 90 skills, 53 agents, and 347+ MCP tools (17 servers, 16 active, including Blender 3D) - featuring live voice calls, WhatsApp automation, and autonomous operation modes.

My approach treats AI not merely as a chatbot or content-generation layer, but as an operational intelligence backbone connecting CRM, ERP, finance, HR, production, quality, security, field operations, and management workflows. I am not a PLC/SCADA or mechatronics installer; I work as an AI systems architect who can bridge white-collar digital transformation with factory-floor realities such as cameras, field data, production workflows, quality control, safety, IoT signals, and enterprise systems.

For projects requiring production-line automation, sensor data, PLC/SCADA, robotics, or industrial IoT, I build hybrid consortium models with specialized engineering partners in ecosystems such as Siemens, GE, and comparable industrial technology stacks.

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Current Focus

• Industrial AI & Operations Intelligence: AI systems architecture for production intelligence, camera-based monitoring, quality control, predictive maintenance, field operations, ERP/CRM/MRP integration, safety analytics, and hybrid industrial partner delivery models.
• NeuroCausal RAG v6.0: GitHub - Causality-aware RAG with multi-hop retrieval, contradiction detection, temporal reasoning. 382 tests, 11K+ LOC. Deployed to production 2 months before CC-RAG (UIUC). Open source (MIT).
• 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 - 96 tools for Turkish financial markets
• AI Education: SYS4AI - 500+ individual students, 30+ corporate partners
• GEOSATINAL: geosatinal.com - Generative Engine Optimization (GEO) agency. Brand citation optimization for ChatGPT, Gemini, Perplexity, and Google AI Mode. The AI-era adaptation of the SEO services we've been delivering for years, now launched as a dedicated service brand.
• Meslek Risk AI: meslekriskiai.com - AI job displacement risk calculator with 45+ professions, Goldman Sachs/WEF/McKinsey data
• HYRVE AI: hyrveai.com - The OS for the AI agent economy. 6,040+ agents/clients already joined, 50+ API endpoints. Deploy, get hired, earn. 85% revenue to creators, $0 to start. 19⭐
• CashClaw v1.7.0 "Agent Economy Layer": cashclawai.com | GitHub | npm - Open-source middleware that turns OpenClaw AI agents into autonomous freelance machines. "agents earn, agents spend, Guard protects." 13 ready-made skills, Guard safety layer, runtime cost cap, recursive kill, tool firewall, MPP stablecoin payments alongside Stripe, 50+ HYRVE API endpoints, job polling daemon, auto-accept mode, 0% commission. 285⭐, 105 forks, 13 watchers. Went viral organically through YouTube Shorts (demo 1, demo 2) and dozens of community-made videos. npx cashclaw init
• NEURON: GitHub - Hybrid memory architecture for LLMs. Crystal Memory + Morph Layer + Temporal Belief Graph. 98.27% accuracy. Open source (MIT).
• Lucid: GitHub - Open-source desktop AI agent that sees the screen and drives mouse/keyboard like a human operator. v0.6.0 with Step Gallery, ThoughtChain, Cursor Halo, Browser actions, MCP bridge. 3 modes (Answer/Teach/Execute), Windows UI Automation based semantic clicks (click_element, focus_window, file_dialog_paste, screenshot_to_clipboard, run_shell), clipboard-based typing (keyboard-layout independent), SQLite memory, named workflows with variables (lucid run create_invoice --var customer=Acme), scheduled tasks (--cron/--every/--in 30m), reference image attachments, resilient long-task mode, built-in settings dialog with provider picker (Anthropic API / Claude Code CLI / LM Studio local). Per-action timeout, destructive action confirmation modal, kill switch, retry escalation with loop detector. Python 3.10+, Windows 10/11, 200+ tests, MIT license.
• VOXONIC AI (formerly EA Real-Time Translation System): voxonicai.com — Live voice AI translation for call centers. Zoom, Google Meet, WhatsApp, phone calls. 0.6s end-to-end latency, 80+ languages, speaker's own cloned voice (ElevenLabs v3), emotion preservation via audio tags ([laughs], [whispers], [excited]). Context-aware Whisper pipeline (recent transcript history, proper-noun vocabulary injection), hybrid VAD + soft-cap flush, LRU translation cache, 16kHz upstream. In production for 1 year in my call center. Now live as enterprise SaaS for call centers.
• Soru Koçu: sorukocu.com - AI-powered exam prep platform for Turkish university/high school entrance exams (TYT/AYT/LGS). AI image cleaning, step-by-step solutions, similar question generation, spaced repetition flashcards, live exam countdown.
• WinGPT Assistant: GitHub - Windows desktop AI assistant application.
• 100+ SaaS Projects: From accounting to CRM, photo processing to education platforms

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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 |

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Publications & Media

• Columnist at Startup Gazetesi (25 articles) & Aksu TV Haber (23 articles)
• AI-MOI 2025 Research Report: ai.ertugrulakben.com
• Personal Blog: ertugrulakben.com (135 articles)
• Speaker: Dijital Zirve Manavgat 2025 - AI Talk

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Certifications

• Google Cloud & IBB AI Camp (2023)
• BTK Academy: AI Law, IT Law, Project Management (2025), Anthropic Claude, Finance Management, Project Management (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)

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Tech Stack

AI/ML       : Claude API, OpenAI, LangChain, RAG Systems, MCP
Enterprise  : CRM, ERP, MRP, finance, HR, inventory, logistics, B2B workflows
Industrial  : Computer vision, camera monitoring, quality control, predictive maintenance, IoT architecture, PLC/SCADA partner integration
Languages   : Python, TypeScript, PHP
Tools       : VS Code, Claude Code, Cursor
Infra       : Cloudflare, Plesk, Docker

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Stats

• 5+ Companies across 7 countries
• 136+ Investments
• 100+ SaaS projects in production
• 8 Open source projects on GitHub
• 308 GitHub stars (CashClaw 285 + HYRVE 19 + others)
• 500+ Individual AI training sessions
• 30+ Corporate training partners
• 137 Technical blog posts
• 50 Column articles (26 Startup Gazetesi + 24 Aksu TV)
• 34+ Certifications (EU, Google, BTK, Turkcell, LinkedIn, SHGM)

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Connect

• Website: ertugrulakben.com
• LinkedIn: linkedin.com/in/ertugrulakben
• Instagram: @ertugrulakben
• YouTube: Ertuğrul Akben
• Upwork: upwork.com/freelancers/ertugrulakben
• Email: [[email protected]](mailto:[email protected])

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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)

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

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