My Model Worked… Until I Actually Looked at the DataI thought I had a working model. The numbers looked clean. Accuracy sat comfortably high. The pipeline ran without errors. I even started thinking about how I would present the results. Then I actuallAug 17, 2026·8 min read
Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection SystemFeb 18, 2026·5 min read
How I Learned Git LFS — When My Machine Learning Project Was “Too Big for GitHub” 😭Aka: me, my laptop, and GitHub humbling me (again) 💀Jan 30, 2026·6 min read
When a Dataset Teaches You Ethics: My XGBoost House Price Prediction Plot TwistFaith-led. Data-driven. Future-focused.Jan 27, 2026·4 min read
From Meh to Marvelous: How I Jazzed Up My GitHub README 🌸⚡🐍From a plain README to a dynamic, automated GitHub profileJan 26, 2026·5 min read
Real-World Blockchain Applications: 25 Ways Blockchain Is Quietly Running the World (Beyond Crypto)Faith-led. Data-driven. Future-focused.Jan 21, 2026·5 min read
Smart Contracts & DeFi Explained: What I Learned About Building (and Breaking) Finance With Code 🧠💸⛓️Faith-led. Data-driven. Future-focused.Jan 21, 2026·9 min read
Consensus Mechanisms Explained: How Blockchains Agree Without Trust (And Why This Confused Me at First) 🤝⛓️Faith-led. Data-driven. Future-focused.Jan 21, 2026·4 min read