godfident-data.hashnode.devTraining a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection SystemIf 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 ...5d ago·5 min read
godfident-data.hashnode.devDriftGuard AI: My Journey Into Smart Data Monitoring and AI Automation 🚀Hey friends! 🌸 If you’ve been following my tech adventures, you know I love building projects that are faith-led, data-driven, and future-focused. Today, I’m sharing one of my favorite journeys: building DriftGuard AI, a system to monitor AI models ...5d ago·6 min read
godfident-data.hashnode.devHow I Learned Git LFS — When My Machine Learning Project Was “Too Big for GitHub” 😭Introduction: The Day GitHub Said “That’s Too Much” So I recently wrapped up a Credit Card Fraud Detection project using Logistic Regression — and honestly? It felt amazing. The model worked ✅ The evaluation metrics made sense ✅ I understood the p...Jan 30·6 min read
godfident-data.hashnode.devWhen a Dataset Teaches You Ethics: My XGBoost House Price Prediction Plot TwistAlright, let me tell you a story that genuinely made me stop, blink twice, and whisper “OMG… tech is never neutral, is it?” 😭💻 Introduction: Just Me, XGBoost, and a Simple Plan… or So I Thought I was minding my business, doing what every aspiring d...Jan 27·4 min read
godfident-data.hashnode.devFrom Meh to Marvelous: How I Jazzed Up My GitHub README 🌸⚡🐍Hey tech friends! 👋 If you’ve ever felt your GitHub profile looked… well… meh, you’re not alone. I recently went through the epic journey of redesigning my GitHub README, and I learned a ton. Today, I’m sharing why I did it, how I planned it, the ch...Jan 26·5 min read
