Principal Research SDE

About

I am a Principal Research SDE working on Parasail project in RiSE Research group. The main project I am focusing right now is MSCCL which you can read more about in here:
microsoft/msccl: Microsoft Collective Communication Library (github.com)

I work on different aspects of system optimizations and high-performance computing. I have had the pleasure of working with many great research interns in the past few years and their great work were published in high-ranking venues. If you are looking for an internship at Microsoft Research working in these areas, please send me an email!

Email: saemal microsoft.com

Below is a list of past interns and their publication:

Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL — Under Review
Intern: Aashaka Shah

Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads — ASPLOS’22
Intern: Abhinav Jangda

Synthesizing Optimal Collective Algorithms — PPoPP’21 (Best Paper Award)
Interns: Zixian Cai and Zhengyang Liu

Distributed Training of Embeddings using Graph Analytics — IPDPS’21
Interns: Gurbinder Gill and Roshan Dathathri

CHET: An Optimizing Compiler for Fully-Homomorphic Neural-Network Inferencing — PLDI’19
Intern: Roshan Dathathri