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

The article discusses a shift in approach to building AI systems for healthcare, emphasizing the importance of thinking in systems rather than just machine learning models. The author highlights the challenges of interpreting routine lab data at scale and the need for a more holistic view to create effective AI solutions in the healthcare sector. This perspective aims to address the common pitfalls faced when transitioning from model development to real-world application.