I am Data Scientist at Pacific Northwest National Laboratory. I work on optimizing the performance and efficiency of scientific machine learning applications.
I obtained my Ph.D. under the guidance of Guang R. Gao on the topic of "Dataflow Software Pipelining for Codelet Model using hardware-software co-design” from Electrical and Computer Engineering department at the University of Delaware. I also have a Master’s in Computer Science from the University of Delaware and a Bachelor’s in Computer Engineering from the University of Pune, India.
I am interested in pursuing a research in the fields of computer architecture, high-performance computing, and machine learning.
Research Interests :
- AI Agents
- Mixture of Experts (MoE)
- Large Language and Vision Models, Multi-model Models
- Computing and Dataflow Models
- Computer Architecture and Systems
- Compilers Technology and Runtime Systems
- Program mapping and optimization under dataflow models
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