OMOnwupelu Miracleinmy-soft-launch-into-tech-blogging.hashnode.dev·Feb 28 · 9 min readFrom Regression Basics to Churn Prediction: A Data Storytelling JourneyBefore diving into the telecommunications customer churn project, I built a solid foundation by working through progressively complex machine learning tasks. Think of it as climbing a staircase, each 00
OMOnwupelu Miracleinmy-soft-launch-into-tech-blogging.hashnode.dev·Feb 8 · 4 min read🚗 From Guesswork to Goldmine: How Machine Learning Predicts Car Prices With 93.5% AccuracyThe Problem: A $2,349 Mistake Ever bought a used car and wondered, “Did I pay too much?” You’re not alone. The average American overpays by $2,349 when buying a used car—that’s the exact error rate our baseline model started with. But by the end of t...00
OMOnwupelu Miracleinmy-soft-launch-into-tech-blogging.hashnode.dev·Jan 21 · 8 min readData Science in Real Estate: Building an Interpretable Machine Learning Pipeline for Housing Price PredictionHey there! Have you ever wondered how real estate companies estimate the value of a home? Or how they can give a ballpark figure before you even step through the door? I recently worked on a machine learning project that does just that—predicting hou...00
OMOnwupelu Miracleinmy-soft-launch-into-tech-blogging.hashnode.dev·Jan 6 · 6 min readFrom Global Energy to Lagos Real Estate: A Data Scraping & Analysis Journey.Introduction In the digital age, data tells stories that shape industries, drive decisions, and reveal hidden truths. In this dual-project exploration, I journeyed from the broad landscape of global energy consumption to the hyper-local dynamics of L...00
OMOnwupelu Miracleinmy-soft-launch-into-tech-blogging.hashnode.dev·Nov 18, 2025 · 7 min readFrom Concrete to Code: A Civil Engineer's Data-Driven Look at Nigeria's Construction TradeIntroduction As a civil engineer, I've always been fascinated by the physical structures that shape our world. But behind every tangible asset is a complex, global network of material sourcing and trade. This project was dear to my heart because it a...00
