# Mustafa Yücelgen — AI Danışmanlık & Kurumsal Çözümler

> Mustafa Yücelgen is a Turkish mathematical engineer (ITU, 1995) with 30+ years of experience at the intersection of artificial intelligence, corporate e-learning, and human development. He is the founder of Bilgi Kurdu, which has served 100+ local and international institutions. His work focuses on bringing Agentic AI, RAG systems, and LLM-powered workflows into production for enterprise clients in Turkey and internationally.

Contact: info@mustafayucelgen.com  
Service area: Turkey and international

## Site Pages

- [Ana Sayfa](https://mustafayucelgen.com/): Hero overview of Agentic AI consulting services and corporate production readiness.
- [Hakkımda](https://mustafayucelgen.com/hakkimda): Full biography — ITU Math Engineering '95, Compaq, Koç Group, founder of Bilgi Kurdu.
- [Kaynaklar](https://mustafayucelgen.com/kaynaklar): Free interactive tools for HR professionals: ROI Simulator, AI Question Generator, Maturity Assessment, 360° Design Wizard.
- [Agentic AI Nedir?](https://mustafayucelgen.com/agentic-ai-nedir): Educational content explaining autonomous AI agents, their capabilities, and when not to use them.
- [Eğitimler](https://mustafayucelgen.com/egitimler): Specialized training programs covering Claude, Vector DBs, Vibe Coding, and NLP.

## Services

- **Kurumsal Hafıza Platformu**: Vector, Graph, and Hybrid RAG architecture for enterprise document management; cloud-independent, local/intranet-first.
- **Kurumsal Copilot / İç Asistan**: Internal knowledge-base agents that produce cited answers, summaries, and action recommendations with accuracy measurement.
- **Agentic Workflow**: Classification, checklist, and step-by-step action agents with human-in-the-loop approval gates and audit trails.
- **AI Destekli Ölçme–Değerlendirme**: Performance measurement platform with balanced feedback and data-driven training ROI tracking.
- **Role-Play Simülasyonları**: Voice and video AI simulations for sales, interviews, and customer-service training with coaching feedback.
- **AI Destekli Etkinlik / Toplantı Sunumları**: Live polls and interactive AI-powered presentations with real-time audience sentiment analysis.

## References

Koç Holding, Halkbank, Migros, THY, Oyak Emeklilik, Huawei, Opet

## API & Machine-Readable Endpoints

- [API Catalog](https://mustafayucelgen.com/.well-known/api-catalog): Structured linkset (application/linkset+json) describing all available API endpoints.
- [API Docs](https://mustafayucelgen.com/api/docs): Interactive Swagger UI documentation.
- [Site Content (Markdown)](https://mustafayucelgen.com/api/content): Full site content as Markdown — request with `Accept: text/markdown`.
- [Health Check](https://mustafayucelgen.com/api/healthz): API liveness endpoint returning JSON status.
- [Lead Capture](https://mustafayucelgen.com/api/leads): POST endpoint to submit contact/lead information.
- [AI Soru Demo](https://mustafayucelgen.com/api/soru-demo): POST endpoint that uses Gemini 1.5 Flash to generate multiple-choice questions from provided text.

## Optional

- [Full Content](https://mustafayucelgen.com/llms-full.txt): Complete site content for deep AI research.
- [Sitemap](https://mustafayucelgen.com/sitemap.xml): XML sitemap listing all indexed routes.
- [robots.txt](https://mustafayucelgen.com/robots.txt): Crawler permissions file.