I am currently a third year Ph.D. student in the Institute of Interactive Systems and Data Science (ISDS)
at Graz University of Technology, Graz, Austria. I am a member of the
DAMS Lab
headed by
Matthias Boehm. Before joining TU Graz,
I was a Sr. Software Engineer in Teradata Labs, Hyderabad, India.
My research interest lies broadly in the intersection of Data Management,
Machine Learning and Systems, an emerging area referred to as Systems for ML or ML Systems.
Currently, I am exploring different aspects of the ML system internals to
address high computational redundancy across heterogeneous runtimes. I am also interested
in large-scale ML, distributed data platforms, and transaction processing.
In Teradata, I was involved in the design and development of various features
inside Teradata database's execution engine.
I am a PMC member of
Apache SystemDS,
which is an open source ML system for the end-to-end
data science lifecycle from data integration, cleaning, and
preparation, over local, distributed, and federated ML model
training, to debugging and serving.
