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Working at the intersection of artificial intelligence, data, and real-world decision-making, Dr. İmre focuses on building practical and reliable AI systems that deliver measurable organizational impact. He specializes in translating complex analytical challenges into clear, scalable, and usable solutions. Experience delivering over ₺1B in enterprise value through AI and data initiatives. Beyond industry work, he writes and shares insights on data-driven strategy, leadership, and innovation.

Dr. Şükrü İmre

MY BLOG POSTS

Building Agentic AI — The Big Picture

Preface to a six-part series on warehouse management. When you use AI as an assistant, you know what you’re doing. You ask, you get an answer. The model produces something, you evaluate the output and make a decision. You are the human in the loop. The AI goes as far as a suggestion, and from there you take over. Agentic AI changes this loop. An agent is a system that acts when given a goal. It accesses tools, queries data, makes intermediate decisions, and plans the next ste

Jun 34 min read

Agent-Based AI for Warehouse Management: A Practical Human-in-the-Loop Application

Agent-based Artificial Intelligence (Agentic AI, AAI) has become a prominent focus for organizations and technology enthusiasts alike. Can tasks be delegated to autonomous agents? Which types of work can be effectively handled by such agents? And where do large language models fit within this paradigm? Should agents operate based on predefined logical rule sets, or should they be capable of autonomous decision-making? We are currently in a period where many experts are naviga

Mar 299 min read

I chose Surrounded by Idiots because it explains why people communicate and behave so differently. The book shows how understanding personality types can make conversations easier and reduce misunderstandings. This idea connects closely to AI, since AI systems are designed to understand human behavior and adapt to different users. Just like we adjust how we communicate with different people, AI learns patterns in how humans think and respond in order to communicate more effectively. This book is a reminder that better understanding leads to better communication — for both humans and AI.

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Where Artificial Intelligence Drives Real-World Results

AppliedAI

MY BLOG POSTS

Building Agentic AI — The Big Picture

Agent-Based AI for Warehouse Management: A Practical Human-in-the-Loop Application

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