Ahmet DemirAISolutionsArchitect&MLEngineer
From enterprise AI strategies to production-grade generative AI systems — I design solutions that turn data into measurable impact. Based in Fethiye, serving worldwide.
01 — About
From Idea to Production
I'm Ahmet Demir — I build AI-powered solutions and applications from idea to production. As an AI Solutions Architect specializing in artificial intelligence, machine learning, and deep learning, I transform complex business problems into intelligent solutions.
From generative AI and custom ML pipelines to LLM integrations and full-stack app development, I work across the full spectrum. I have deep experience in RAG systems, fine-tuning, MLOps, and agentic AI. My approach is hands-on: I architect, build, and ship.
Ahmet Demir is based in Fethiye, Muğla, Turkey, working remotely with teams across the globe. Whether you're a startup with a bold vision or an enterprise ready to scale — I'm ready to bring your next project to life.
I work with Python, PyTorch, TensorFlow, LangChain, Next.js, React, and cloud platforms (AWS, GCP, Azure). I build scalable, reliable production systems with Docker, Kubernetes, and CI/CD pipelines.
02 — Expertise
Engineering Capabilities
Generative AI & LLM
Building, fine-tuning, and deploying language models — from enterprise-scale LLMs to efficient on-device SLMs and autonomous AI agents.
ML & Deep Learning
End-to-end model development — from classical ML to deep learning for forecasting, classification, and computer vision.
AI System Architecture & MLOps
Designing scalable AI infrastructure, model lifecycle management, and production-grade automation.
Technology Stack
Infrastructure and development technologies powering AI solutions.
App Development
Full-stack web and mobile application development — modern frameworks, responsive interfaces, and scalable backends.
Cloud & DevOps
Cloud-native deployment, infrastructure automation, and CI/CD pipelines for reliable, scalable production systems.
03 — Blog
Articles & Insights
Thoughts and lessons from Ahmet Demir — on AI, machine learning, and building intelligent systems.