---
title: "Discussion on \"ML Ops Universe to Pipeline Architecture\" | Hashnode"
description: "Discussion on \"ML Ops Universe to Pipeline Architecture\". MLOps: Automation pipelines in machine learning"
url: "https://hashnode.com/posts/ml-ops-universe-to-pipeline-architecture/651c5a86c1f1f7a615459f35"
---

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# [ML Ops Universe to Pipeline Architecture](https://arthurkaza.com/ml-ops-universe-to-pipeline-architecture?utm_source=hashnode&utm_medium=feed)

MLOps: Automation pipelines in machine learning

Oct 3, 2023 · 9 min read · arthurkaza.com  
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-   [#mlops](https://hashnode.com/tag/mlops)
-   [#devopslearning](https://hashnode.com/tag/devopslearning)
-   [#ci-cd](https://hashnode.com/tag/ci-cd)
-   [#ml-engineering](https://hashnode.com/tag/ml-engineering)

## Written by

[Arthur Kaza](https://hashnode.com/@ArthurStarks)

@ArthurStarks · Kinshasa, DRC

  
[View profile](https://hashnode.com/@ArthurStarks)

Senior Data Scientist | Google Developer Expert AI

Senior Data Scientist with over 8 years of international experience in Finance AI scoring systems and risk analysis, specializing in the design and optimization of information systems, loan scoring model, data science, and AI. As a AI researcher, he works on Computer Vision applications to Energy resize and Cache Generated Augmented Architecture applications for protected culture and languages. Arthur Kaza is recognized as a Google Developer Expert in Machine Learning (AI) by Google for his significant contributions to AI in Google communities in his region, with nearly 5 years of experience designing technological learning programs, hackathons, and mentorship. A true technology enthusiast and community leader, he has mentored over 100 young professionals in technological learning programs he managed across Central and East Africa.

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