About me

I am a second year PhD student in the department of Computer Engineering. I enjoy working on real world human-centric applications using methods inspired from computer science and health research. I am interested in investigating techniques to use data-driven methods with non-manicured datasets under practical challenges (lack of data and labels, data quality, multi-modal learning and sensor fusion, issue of missing modality etc.). Another aspect I wish to drive through my research is inclusivity in technology. I am interested in solving problems faced by the minority users (atypical speakers and voice assisted technology, darker skin-tone subjects and optical heart rate monitors). I want to emphasize on model explainability in addition to model accuracy as a key performance index in my research.