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Şükrü İmre, PhD

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Data Science Collective

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Şükrü İmre, PhD

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Oct 17

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…

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

Şükrü İmre, PhD

·

Oct 16

Dengeli İş Atama — Jev ile Operatörü Tanıyan Optimizasyon Modeli

Bu yazı, daha önce ele alınan dengeli iş atama optimizasyon modelini, operatörlere ait serbest metin bilgileriyle genişleten bir yaklaşımı…

Dengeli İş Atama — Jev ile Operatörü Tanıyan Optimizasyon Modeli

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Data Science Collective

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Şükrü İmre, PhD

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Jun 27

Building Agentic AI — The Big Picture

The preface to the 6-article series that emerged from my warehouse management use case.

Building Agentic AI — The Big Picture

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Data Science Collective

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Şükrü İmre, PhD

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Jun 27

Can We Trust the AI Agent’s Decision? — Explainability Through Audit

This article is the sixth and final piece in a 6-part series that explains an agent-based AI architecture using a warehouse management use…

Can We Trust the AI Agent’s Decision? — Explainability Through Audit

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Data Science Collective

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Şükrü İmre, PhD

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Jun 6

The Agent’s Nervous System: Monitoring the System in Real Time with Observability

This is the fifth article in the 6-part series on building agentic AI architecture using the warehouse management use case. In previous…

The Agent’s Nervous System: Monitoring the System in Real Time with Observability

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Data Science Collective

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Şükrü İmre, PhD

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Jun 3

The Brain of Agents: Designing the Decision Engine with Orchestration

This article is the fourth in the 6-part series explaining agentic AI architecture through the warehouse management use case I designed. In…

The Brain of Agents: Designing the Decision Engine with Orchestration

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Data Science Collective

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Şükrü İmre, PhD

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Jun 1

The Agent’s Memory: Modeling Relationships with Ontology and Knowledge Graph

The Agent’s Memory: Modeling Relationships with Ontology and Knowledge Graph

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Data Science Collective

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Şükrü İmre, PhD

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May 31

The Second Step in Building Reliable Agents: The Semantic Layer

This article is the second in a 6-part series explaining agentic AI architecture through the warehouse management use case I designed. In…

The Second Step in Building Reliable Agents: The Semantic Layer

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Data Science Collective

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Şükrü İmre, PhD

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May 31

The First Step in Building Reliable Agents: The Data Layer

One of the most striking takeaways from a conference I attended in the UK was this:

The First Step in Building Reliable Agents: The Data Layer

Şükrü İmre, PhD

·

May 29

Ajan Temelli Yapay Zekanın İnşası — Büyük Resim

Depo yönetimi use case’imden çıkan 6 yazılık serinin önsözü.

Ajan Temelli Yapay Zekanın İnşası — Büyük Resim

Şükrü İmre, PhD

Şükrü İmre, PhD

// Head of Data Science at Yapı Kredi Bank // Guest Lecturer at MEF University // Author at Harvard Business Review Türkiye // Author at Medium

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