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title: "Discussion on \"AutoDedup at Scale: Cleaning Your Datasets with Google-Powered Precision\" | Hashnode"
description: "Discussion on \"AutoDedup at Scale: Cleaning Your Datasets with Google-Powered Precision\". Deduplication has always been a painful, messy, often overlooked process.And yet… in the age of foundation models and large-scale training data, one silent killer keeps haunting your models: duplicated data.\nI ran into this issue again recently while..."
url: "https://hashnode.com/posts/autodedup-at-scale-cleaning-your-datasets-with-google-powered-precision/683e258e2a43370c2a95e47a"
---

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# [AutoDedup at Scale: Cleaning Your Datasets with Google-Powered Precision](https://arthurkaza.com/autodedup-at-scale-cleaning-your-datasets-with-google-powered-precision?utm_source=hashnode&utm_medium=feed)

Deduplication has always been a painful, messy, often overlooked process.And yet… in the age of foundation models and large-scale training data, one silent killer keeps haunting your models: duplicated data. I ran into this issue again recently while...

Jun 2, 2025 · 3 min read · arthurkaza.com  
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-   [#data-quality](https://hashnode.com/tag/data-quality)
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-   [#autodeploy](https://hashnode.com/tag/autodeploy)
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## 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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