Speaker

Milos Grubjesic

Milos Grubjesic

ML Engineer ,Pepsico

Novi Sad, Serbia

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Milos is a data scientist and machine learning engineer from 2006. With a master's in computer science, Milos combines deep technical expertise with practical applications in ML engineering and data science. Currently, he is working on Kubeflow solutions at PepsiCo, enhancing their data science capabilities.

Area of Expertise

  • Information & Communications Technology

Topics

  • kubeflow
  • Data Science
  • Data Science (AI/ML)
  • MLOps
  • Data science and machine learning with Python

Transforming Data Science at PepsiCo: The Kubeflow Revolution

In this presentation, Milos Grubjesic, a Machine Learning Engineer at PepsiCo, delves into the transformative journey of integrating Kubeflow into PepsiCo’s data science operations. The initiative addressed key challenges, particularly the issue of non-reproducible models, which hindered the consistency and efficiency of data science projects. By developing a comprehensive machine learning platform centered around Kubeflow, PepsiCo significantly enhanced efficiency, collaboration, and scalability in its data science endeavors. This strategic integration streamlined machine learning workflows, ensuring consistent and reproducible results across various projects. The project not only marks a milestone in PepsiCo's technological advancement with the integration of Kubeflow but also serves as an inspirational model for organizations looking to leverage advanced machine learning tools like Kubeflow in data science.

CNCF-hosted Co-located Events Europe 2024 Sessionize Event

March 2024 Paris, France

Milos Grubjesic

ML Engineer ,Pepsico

Novi Sad, Serbia

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