Every few decades, technology reshapes the foundation of healthcare. We saw it when electronic medical records replaced paper charts and again when mRNA redefined how we think about vaccines. Today, that seismic shift is being driven by artificial intelligence. Across clinics, labs, and trial sites, AI isn’t just crunching data — it’s rewiring how medicine is practiced, how drugs are developed, and how patients experience care. In the last year alone, over 22% of healthcare o

"The difference between a machine learning experiment and a production ML system is like the difference between a recipe scribbled on a napkin and a commercial kitchen that serves 10,000 meals a day. One is creative chaos; the other is systematic excellence." Table of Contents The $50 Million Jupyter Notebook What Is MLOps, Really? The Model Development Lifecycle: Six Phases That Matter Why Traditional DevOps Isn't Enough The Three Pillars: CI/CD/CT Governance: Not a Checkbox