---
title: "Discussion on \"Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System\" | Hashnode"
description: "Discussion on \"Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System\". If you’ve ever built a machine learning project that worked beautifully on your laptop but humbled you in production… welcome to my life 😭\nToday I’m sharing my journey building CreditWise AI — my credit card fraud detection project — and everything ..."
url: "https://hashnode.com/posts/training-a-model-to-catch-fraud-and-it-humbled-me-lessons-from-building-a-real-fraud-detection-system/6995b12be9f899122c7961fd"
---

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# [Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System](https://godfident-data.hashnode.dev/training-a-model-to-catch-fraud-and-it-humbled-me-lessons-from-building-a-real-fraud-detection-system?utm_source=hashnode&utm_medium=feed)

If you’ve ever built a machine learning project that worked beautifully on your laptop but humbled you in production… welcome to my life 😭 Today I’m sharing my journey building CreditWise AI — my credit card fraud detection project — and everything ...

Feb 18 · 5 min read · godfident-data.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#ml](https://hashnode.com/tag/ml)
-   [#model](https://hashnode.com/tag/model)
-   [#fraud-detection](https://hashnode.com/tag/fraud-detection)
-   [#fraud-prevention](https://hashnode.com/tag/fraud-prevention)
-   [#credit-card](https://hashnode.com/tag/credit-card)
-   [#logistic-regression](https://hashnode.com/tag/logistic-regression)
-   [#ci-cd](https://hashnode.com/tag/ci-cd)
-   [#production](https://hashnode.com/tag/production)
-   [#api](https://hashnode.com/tag/api)
-   [#apis](https://hashnode.com/tag/apis)
-   [#integrity](https://hashnode.com/tag/integrity)
-   [#security](https://hashnode.com/tag/security)
-   [#tutorial](https://hashnode.com/tag/tutorial)

## Written by

[Bahati Brenda Kizito](https://hashnode.com/@Lioness256)

@Lioness256

  
[View profile](https://hashnode.com/@Lioness256)

Documenting my journey into data and AI

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