About me

I am currently at post doctoral researcher at sky-lab (previously called RISE), UC Berkeley with Ion Stoica, Joey Gonzalez and Matei Zaharia working on efficient AI systems. Previously, I did my Ph.D. at Rice University advised by Dr. Anshumali Shrivastava in 2024. Here is my thesis.

In a previous life, I used to be strategist at Tower Research Capital where I spent quite some time after graduating from IIT Kanpur in 2013. At IIT Kanpur, I was fortunate to work with Dr. Subhajit Roy, Dr. Mark Marron and Dr. Sumit Gulwani from Microsoft Research on Progamming Language research.

News

🤜 Paper accepted at ICML’25 : “HashAttention: Semantic Sparsity for Faster Inference”. Congratulations to the team Shuo Yang, Alejandro Cuadron, Matie Zaharia, Joeseph Gonzalez and Ion Stoica Details coming soon! Heres the arxiv version.

🤜 Paper accepted at ICML’25 : “Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation”. Congratulations to the team Tianyi Zhang (lead), Junda Su (co-lead), Oscar Wu, Zhaohuo Xu and Anshumali Shrivastava Details coming soon! Heres the arxiv version.

🤝Serving on Program committee for ICML 2025, Neurips 2025

🤜 Paper accepted at KDD’25 : “IDentity with Locality: An Ideal Hash for Gene Sequence Search”. Congratulations to the team Gaurav Gupta, Tianyi Zhang and Anshumali Shrivastava Details coming soon! Heres the arxiv version.

🤜 Paper accepted at Neurips’24 : “Accelerating Inference with Fast and Expressive Sketch Structured Transform”. Congratulations to the team Kimia Saedi, Apoorv Walia, Keren Zhou, Jihyeong Li and Anshumali Shrivastava Github Page

🤝Serving on Program committee for KDD August 2024, ICLR 2024, AISTATS 2025

❕For highlights of previous news .. refer to the CV

*LMPodcast is AI generated and hence imperfect.It often makes incorrect statements about the claims / results in the paper.