From Jupyter Notebooks to Production: Mistakes I Made Building an ML App

I built an employee attrition predictor. Random Forest, 83% accuracy, clean notebooks. Wrapped it in FastAPI, tested it... and it predicted "Stay" for everyone. This is what I learned debugging my way