Mikael Koutero profile picture Hi there! I am Mikael, I am a senior data science manager at Capgemini. I naturally think in terms of connected systems and integration. I don't like boxes, I recently fiddled with things such as product design or behavioural science to build a comprehensive understanding of the data ecosystem.

I am very driven to find ways to work on both sides of the fence to create Business value with Data Science. This means that here you will read about topics such as #DataStrategy, #DataScience, #DataVisualization and #AI with a human touch. Time has been limited to write on top of my current responsabilities but I will share some more when I can.

From here, you can reach for my resume and more details about me or head for the Blog.

Featured article

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Your AI Thinks It Knows everything. It Doesn't.

About Uncertainty. Anyway.

Decision-makers often confuse quantifiable risk, where outcomes can be assigned probabilities, with true uncertainty, where unpredictable ‘unknown unknowns’ dominate. While AI excels at analyzing and managing risk, it fundamentally cannot grasp the intangible and genuinely uncertain aspects of business. Therefore, human judgment and adaptability remain indispensable for navigating the truly novel and making strategic decisions beyond algorithmic logic.

Most recent writings

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MLOps: From Chaos to Scalable AI

A Brief History and Its Impact on Data Science

MLOps evolved from the challenges of deploying machine learning models, transforming ML from isolated experiments into scalable, reliable business solutions. Inspired by DevOps, it automates data pipelines, version control, and monitoring, ensuring that AI systems remain efficient, reproducible, and valuable at scale. 🚀 Read more

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