I am the Senior Director of Machine Learning at Eko Health. Previously, I have worked at Graphcore and iRhythm Technologies. My work interests include statistical/machine learning, deep learning, digital health, autonomous systems, robotic and mobile sensor networks. During my academic life, I was an NSF IGERT Fellow at UC, Santa Barbara and made contributions to the theory of fluid mixing and ergodic control.
My recent work on Foundational Models for Cardiovascular Disease Detection:
Previous work with Text-To-Speech and Speech Recognition Models:
A short blog post on generating speech from text with Graphcore IPUs
Speech Recognition using Conformer model with Connectionist Temporal Classification (CTC) training
Speech Recognition with Transformer-Transducer and with RNN-T loss
Some links relevant to my academic work: