Kirsten highlights the complexities of deploying machine learning at scale, particularly in environments with stringent latency requirements. She contrasts the broad exposure to various roles and technologies in smaller organizations with the narrower focus often found in larger teams. This allows individuals to explore different aspects of machine learning, such as MLOps, and develop expertise in areas that truly resonate with them.
