Building AI Systems for Healthcare: My Journey into Applied Machine Learning and Software Engineering

🧠 I Stopped Thinking in Machine Learning Models and Started Thinking in Systems (Here’s Why) And it completely changed how I build AI for healthcare. Most machine learning projects look impressive in isolation. You train a model, get good metrics, maybe even build a notebook demo—and it feels like