The Power of AI/ML at Work
Experience enabling a variety of AI/ML use cases in multiple industries, including:
Injury Prevention for Athletes
Athletes at a major university wear IoT devices, which collect and track body movements. Detailed metrics, video and other interactive tools, all connected to the cloud, will produce massive amounts of data. NorthBay will develop and train models that analyze and mine the data for insights that physicians and other leaders will use to predict and prevent injuries.
Diagnosis Accuracy for Patients
An early-stage health tech company was using IoT sensors to collect data from patients with implanted cardiac pacemakers. The data was then transmitted to the cloud and used to diagnose health conditions such as hypertension, heart arrhythmia, atrial fibrillation, heart attacks, etc. However, the company’s existing models only delivered 50% accuracy in the analysis and classification of the data. By partnering with NorthBay to develop a new data lake that enabled them to more broadly experiment with ML and model training, they increased the accuracy of their IoT data to 95%.