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Gülden Bilgütay

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Gülden Bilgütay

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Oct 3

What Google’s New Federated AI Architecture Means for Enterprise AI

On October 2, 2026, Google Research published a new federated learning architecture that moves more computation from user devices to…

What Google’s New Federated AI Architecture Means for Enterprise AI

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Level Up Coding

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Gülden Bilgütay

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Sep 22

Where Jev Fits in High-Stakes Decision Systems

If you have ever developed an agent system, you probably know that one of the hardest problems is separating the probabilistic parts from…

Where Jev Fits in High-Stakes Decision Systems

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Level Up Coding

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Gülden Bilgütay

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Sep 11

When Collaborative Filtering Has Nothing to Collaborate On: A SageMaker Fallback Pattern

Collaborative filtering has an attractive promise:

When Collaborative Filtering Has Nothing to Collaborate On: A SageMaker Fallback Pattern

Gülden Bilgütay

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Sep 8

How Teams Lose Trust in Technical Leadership

After spending time in consultancy/management, I shortly moved back into an individual contributor role. I wanted to sharpen my technical…

How Teams Lose Trust in Technical Leadership

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Level Up Coding

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Gülden Bilgütay

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Sep 4

A Fun Modernization Journey -Episode 5 : When One Transaction Becomes Three Services

In Episode 4, we cleaned up communication.

A Fun Modernization Journey -Episode 5 : When One Transaction Becomes Three Services

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Code Like A Girl

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Gülden Bilgütay

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Sep 3

Women in Tech: Choosing What to Optimize For

Last year, I joined Oxford’s Women’s Leadership Programme, and one of the reasons I wanted to do it was that, after more than a decade in…

Women in Tech: Choosing What to Optimize For

Gülden Bilgütay

·

Aug 31

TimesFM-3 and the Future of Forecasting Architecture

TimesFM-3 and the Future of Forecasting Architecture

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Level Up Coding

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Gülden Bilgütay

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Aug 28

A Fun Modernization Journey -Episode 4: Not Every Boundary Needs HTTP

In Episode 3, we created a clean boundary around Payment.

A Fun Modernization Journey -Episode 4: Not Every Boundary Needs HTTP

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Level Up Coding

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Gülden Bilgütay

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Aug 26

GraphQL and AI: The Emerging Convergence Reshaping API Architecture in 2026

GraphQL suddenly has a second life: not as a REST replacement, but as a structured context layer between enterprise APIs and AI agents.

GraphQL and AI: The Emerging Convergence Reshaping API Architecture in 2026

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Level Up Coding

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Gülden Bilgütay

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Aug 23

A Fun Modernization Journey-Episode 3: Create the Seam Before You Cut

In Episode 2, we chose Payment as our first extraction candidate.

A Fun Modernization Journey-Episode 3: Create the Seam Before You Cut

Gülden Bilgütay

Gülden Bilgütayshe

Reading, writing and occasionally losing entire weekends to AI, ML, modernization and architecture. Ex-Microsoft, ex-McKinsey.

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