Vimarsh Sathia
Associate Researcher
Urbana, Illinois, United States
Summary
🤩
Rockstar🎓
Top SchoolVimarsh Sathia is an associate researcher and compiler engineer with 8 years of experience focused on compiler infrastructure for ML and dataflow architectures. Currently at AMD, he works on MLIR-driven tooling for dataflow targets after a stint at Qualcomm contributing to IREE and tiling optimizations and earlier engineering roles at Microsoft. He holds a PhD in Computer Science from UIUC and a BTech from IIT Madras, blending deep academic research with practical systems work. Vimarsh’s toolkit spans compiler design, MLIR, and performance-focused code generation, and he brings a knack for turning research prototypes into production-ready compiler passes. An Urbana-based engineer, he pairs rigorous theory with hands-on implementation, often exploring the intersection of ML compilers and hardware-aware optimization.
7 years of coding experience
1 year of employment as a software developer
Indian Institute of Technology MadrasGrade 10, Grade 10 at Hiranandani Foundation SchoolGrade 12, Grade 12 at Smt.Sulochanadevi Singhania SchoolDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Illinois Urbana-Champaign
Github Skills (61)
simulation10
machine-learning-algorithms10
differentiation10
gradient10
nvidia10
automatic-differentiation10
derivative10
cuda10
differentiable-programming10
enzyme10
cpp10
high-performance10
llvm9
pytorch9
machine-learning9
Programming languages (10)
Github contributions (5)
vimarsh6739/vimarsh6739.github.io
May 2021 - Nov 2024
Contributions:34 pushes, 3 branches in 3 years 6 months
vimarsh6739/cuml
Feb 2021 - Oct 2023
cuML - RAPIDS Machine Learning Library
Contributions:58 pushes, 4 branches in 2 years 7 months
cumlmachine-learningmachine-learning-libraryrapidslibrary-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.