Sonos Engineering Leader Manushi Sheth on Why ML Operationalization Is the Hardest Part of Building Mental Health Software
An engineering leader who has spent years operationalizing machine learning systems on cloud infrastructure spent two weeks reviewing 72-hour mental health prototypes — and found that the gap between an AI feature that works in a notebook and an AI feature that helps a real user in a real moment is wider, and more consequential,…