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I Built an AI Website Builder That Refuses to Fake Anything

Most AI website builders share a dirty secret: the pretty build panel is mostly theatre. Progress bars move on timers, "steps completed" are claimed before anything happens, and nobody checks whether…

  • Black Whole AI website builder avoids fake progress bars and unverified links.
  • Users describe site in English and provide reference links for content generation.
  • Final verification ensures live site functions correctly before publishing.

Building a Customer Churn Prediction Model with Logistic Regression

This week, I worked through Module 3: Machine Learning for Classification in ML Zoomcamp 2026. The goal was to build a model that could help a telecom company identify customers who were likely to…

  • Telco company aims to predict customer churn using logistic regression
  • Mutual information reveals contract type as key feature for churn prediction
  • Model achieves 80% accuracy on validation set

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