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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

AI Is Ready. Are organizations ready, though?

It was one of those mornings during the Bayram feast when I heard something quite peculiar: " Wise people don't get promoted." That same week, I watched a video where a CEO admitted to watching The Godfather before making critical decisions. These two moments gave birth to a single question: Why don't organizations promote wise people, and what does this have to do with agentic AI? The answer lies within the Corleone family. Vito is a CEO, Sonny an impulsive middle manager, T

Aug 11 min read

Balanced Work Assignment: An Optimization Model That Knows Its Operators, with Jev

This article presents an approach that extends the previously discussed balanced work assignment optimization model with free-text information about the operators. Through an example, it shows in which situations the earlier model, which distributes work orders equally among pickers, fails to hold up on the warehouse floor. It then introduces Jev, a decision model developed by TypeSafe AI. Finally, it details, with code, how the shift supervisor’s notes are converted into mod

Oct 1713 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

AI Is Ready. Are organizations ready, though?

Balanced Work Assignment: An Optimization Model That Knows Its Operators, with Jev

MY PICK OF THE MONTH