I am a fourth year Ph.D. student in Computer Science at UC Berkeley advised by Joseph Gonzalez and Prabal Dutta. I am broadly interested in systems for machine learning, machine learning for the edge, and Sky computing. I am affiliated with the Sky Computing Lab (previously RISE), Lab11, and Berkeley AI Research (BAIR).
I was an Intern with Google Brain and Cloud in summer 2022, and Amazon Science Core ML in 2021. Previously, I spent two wonderful years as a Research Fellow at Microsoft Research India, where I was advised by Prateek Jain, Harsha Vardhan Simhadri and Vivek Seshadri.
If you are looking for CS 268 Advanced Networking course, refer to cs268.io.
News:
[Mar 2018] Presented our work to Bill Gates![Sep 2022] IEEE Spectrum article on POET!
[Sep 2022] Led the Skyplane tutorial for Skycamp 2022
[Sep 2022] Skyplane accepted to NSDI 2023
[Sep 2022] I will be talking about ML on Edge at Princeton and CMU
[Aug 2022] Presented POET at Google Federated Learning Talks, and Google Language Seminar
[Aug 2022] Presented Galaxy and On-device ML at the Conix workshop at UW, Seattle
[Jul 2022] Presented POET as spotlight at ICML 2022! Camera ready on arXiv
[May 2022] Presented POET and Skyplane posters at RISE Retreat [Tahoe, CA]
[May 2022] POET accepted to ICML '22! Camera ready coming soon..
[May 2022] I will be interning with the Brain and Cloud teams at Google this Summer
[Apr 2022] Where the Sidewalk Ends: Privacy of Opportunistic Backhaul presented at EuroSec'22
[May 2021] I will be interning with the Core-ML team at Amazon Science this Summer
[Dec 2020] Embeddings for Indoor Navigation presented at NeurIPS'20 ORLR Workshop
[Jan 2020] Attending The Quantum Wave in Computing Boot Camp at Simons Institute
[Jan 2020] Presented poster at RISE Retreat [Monterey, CA]
[Jan 2020] Gave a talk at VMare Retreat [Palo Alto, CA]
[Jul 2019] GesturePod accepted to UIST 2019!
[Dec 2018] ZD Net covers our work at (NeurIPS) NIPS 2018
[Nov 2018] We will be presenting our work at (NeurIPS) NIPS 2018!
[Nov 2018] Demonstrated programmable gesture recognition on Xbox controllers with EdgeML
[Oct 2018] GesturePod implementation and simulation OSS
[Dec 2017] Our work covered by Financial Express and Microsoft AI blog.
Here are some key projects I have co-created:
Star
POET
: Neural Network training on edge devices
Star
EdgeML
: Neural Network inference on edge devices
Star
Skyplane
: Fast data transfer between cloud object stores
Prior to this, I obtained a B.E. in Electronics and Communication Engineering from R.V. College of Engineering in 2017 (awarded University Gold Medal). During my undergraduate program, I worked with Prof. M.M. Nayak at the Indian Institute of Science (IISc).