US Patent Issued to QUANATA on Oct. 14 for "Smart ring system for monitoring UVB exposure levels and using machine learning technique to predict high risk driving behavior" (California Inventor)

ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,441,332, issued on Oct. 14, was assigned to QUANATA LLC (San Francisco).

"Smart ring system for monitoring UVB exposure levels and using machine learning technique to predict high risk driving behavior" was invented by Kenneth Jason Sanchez (San Francisco).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for predicting risk exposure includes receiving a particular set of data acquired via a sensor. The method for predicting risk exposure further can include analyzing, via a machine learning (ML) model, the particular set of data. The analyzing can include determining that the particular set of data represents a particular light exposure pattern co...