Zero to One: Building an Enterprise-Grade Fraud Detection System from Scratch

Dec 29, 2025 · 3 min read · How I architected a production-ready MLOps pipeline with 96% precision using XGBoost, MLflow, and FastAPI ? Introduction: The Problem with Notebooks We've all been there. You train a model in a Jupyter Notebook, get great accuracy, and think "Done!" ...