I am currently a Ph.D. doctoral candidate at MARS Lab in the EECS department at Washington State University Pullman. My work focusses on AI-Driven Design and Optimization for Server-Scale Applications. I love Physics and Pizza. :Artistic@Heart.
Bio
My general research interests are in artificial intelligence (AI) and machine learning (ML) with a focus on Design and Optimization of :Chiplet-based systems for enabling high-performance computing , overcoming Moore's Law. The overarching goal of my research is to develop principled AI-driven Design Paradigms in such huge-search spaces for efficient chip design geared towards high-impact applications. My Lab :Mission.
I am fortunate to be advised by Partha Pande and Jana Doppa, and work closely with Umit Ogras and Ananth Kalyanraman where I focus on developing accelerators that can see "more" (computer vision) and talk "more" (language modeling) within low-latency constraints. A brief of my work at MARS lab is :Chiplet-based Architecture Design. Previously I have worked on :Democratizing Education at scale and continue to pursue similar goals in my free time. Prior to joining grad school, I worked for four years under the inimitable Dhananjay :Gadre at his Lab and converged multiple projects including one of the most cited course on NPTEL, an American Journal of Physics paper about high-school physics and helped spark tinkering in 1000+ young kids from all over India at multiple :venues.
News
- [Mar 24]- Nominated for the Best Graduate Research Assistant representing EECS department along with the entire Voiland College of Engineering and Architecture. Fingers Crossed :)
- [Mar 24]- Paper titled "Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads" presented at DATE conference, Spain. [Preprint]
- [Feb 24]- Selected for the 'Best Graduate Research Assisant Award' in EECS department for 2023.
- [Jan 24]- Panelist at JC Bose Science Dialogues(a selective, invitation-only roundtable discussions among Sci&Tech. ecosystem leaders -MIT, NYU, IISc, the Bill and Melinda Gates Foundation, former Principal Scientific Advisor, Pune Knowledge Cluster) at India Science Festival, IISER, Pune. OUTCOME A 3-page action-doc. outlining strategies to influence technology policymaking, submitted to the 'Office of the Principal Scientific Advisor', Govt. of India.
- [Jan 24]- [UPDATE]: [LINK] . Gave talk 'Accelerating the Future of Electronics and beyond', IISc Bangalore. sensitizing research interests.
- [Nov 23]- Got paper at DATE Conference. To be presented in Spain (March 2024).
- [Sep 23]- Won the ACM/IEEE Best paper award for Florets for Chiplets in Germany. Grateful how community is appreciating the work.
- [Aug 23]- Got National Science Foundation (NSF) travel grant for presenting Florets for Chiplets.
- [Aug 23]- Got Best Paper Candidate! for Florets. Presenting in TUHH, Hamburg.
- [May 23]- Passed my Preliminary Examination for Ph.D.. Halfway through. Now a doctoral candidate.
- [Apr 23]- Our paper "Achieving Datacenter-scale Performance through Chiplet-based Manycore Architectures" presented at DATE Conference, Belgium. [LINK]
- [Feb 23]- Got our fundamental Physics paper 'Science on a Stick' at the prestigious American Journal of Physics. [LINK]
- [Dec 22]- Passed my Ph.D. Qualifiers. Towards the Ph.D. pathway.
- [Oct 22]- SWAP got BEST PAPER AWARD. Stoked to get my first paper as a Best paper. [LINK]
- [Jul 22]- Got Richard A. Newton Young Fellow Award at DAC Conference 2022.
- [Jun 22]- SWAP Paper got accepted in TCAD-IC Journal [LINK]. Almost a year of work showing results.
- [Jun 22]- Created a Chiplet-Yield model (to estimate yield of a wafer). [LINK]
- [Previously]- I taught the Scientific Computing to 60 Physics Honors undergrads (yaay) from Kirori Mal College, Delhi University.
