Built a real-time audio streaming and analysis service for a health tech startup. We used Twilio’s media streaming API to bidirectionally stream audio to and from a user’s phone, running a series of machine learning models on the audio in real-time. Several patents were filed and granted, as well as several papers published, including Spoken words as biomarkers: using machine learning to gain insight into communication as a predictor of anxiety.