I am the Director of Algorithms 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 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: