Smeet Chheda Email and Phone Number
I am a Computer Science PhD student advised by Professor Barbara Chapman at Stony Brook University. My current interests lie in scaling Machine Learning workloads and its application in compilers. I am a part of the Exascale Programming Models Laboratory. Currently, I am working on the applications of ML in OpenMP. I also work on porting and tuning applications to the Ookami cluster at Stony Brook to take maximum advantage of the A64FX processor.
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Research AssistantInstitute For Advanced Computational ScienceStony Brook, Ny, Us -
Research AssistantInstitute For Advanced Computational Science Aug 2021 - PresentStony Brook, New York, UsResearch Assistant on the "Ookami" Project.- Investigating deep learning frameworks (eg. PyTorch) on the A64FX processor.- Investigating the effect of HugePages for a parallel Astrohpysics application code (FLASH) on the A64FX processor. Research Assistant on the "Performance Portable Parallel Programming on Extremely Heterogeneous Systems" Project- Investigating OpenMP Environment Variable tuning - Creating a database of OpenMP GPU kernels using a record & replay scheme in LLVM, useful for optimizing application codegen for GPUs. -
Graduate Student Research AssistantBerkeley Lab May 2024 - Aug 2024Berkeley, Ca, UsPerformance Modelling & Analysis of parallelization strategies for Transformer arch. models, via open source Frameworks and Libraries supporting LLM training at scale. -
Graduate Student Research AssistantBerkeley Lab May 2023 - Aug 2023Berkeley, Ca, UsScaling Scientific Machine Learning Workloads on the Perlmutter Supercomputer.- Worked on the OpenFold benchmark with a focus on PyTorch 2.x features including but not limited to Inductor, Dynamo- Verifying reference code RCPs- Adapted kernels written in Triton DSL into the pipeline to improve compute performance -
Graduate Assistant | Database AdministratorStony Brook University Aug 2019 - Aug 2021Stony Brook, Ny, Us- Responsible for Development and assisting the Operational Management of the Enrollment process for Undergraduate Admissions using Technolutions Slate.- Ensuring Data integrity across multiple databases (Slate, PeopleSoft & Nolij) by creating audit trails tracking changes in data. This reduced manual work and auditing (as seen in Fall 2019) from 3 months to weekly audit checks for flagging data inconsistency (now).- Designed efficient workflows for Regular Applications, Scholarship based - Scholars for Medicine and Online - Electrical Engineering Programs. - Created and scheduled efficient Rule automations to batch update specific populations of applicants and reduced latency on the system by 40%.- Created queries that enabled Counselors in selecting specific populations for the reading process based on the applicant type, program, etc in over 45K applications in the 2020 Application cycle. - Implemented User Access Control & Authorization for user groups. -
Web Developer InternshipAscent Futuretech Llp Dec 2017 - Jan 2018- Learned AngularJS from scratch in a week and developed the frontend of a Sales CRM website. - Updated the UI of a Point-of-Sales invoicing system.- Developed reusable modules in AngularJS for other products.- Successfully deployed the website and got hundreds of customers.
Smeet Chheda Skills
Smeet Chheda Education Details
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Stony Brook UniversityComputer Science -
Stony Brook UniversityComputer Science -
Kj Somaiya College Of Engineering, VidyaviharComputer Engineering
Frequently Asked Questions about Smeet Chheda
What company does Smeet Chheda work for?
Smeet Chheda works for Institute For Advanced Computational Science
What is Smeet Chheda's role at the current company?
Smeet Chheda's current role is Research Assistant.
What schools did Smeet Chheda attend?
Smeet Chheda attended Stony Brook University, Stony Brook University, Kj Somaiya College Of Engineering, Vidyavihar.
What skills is Smeet Chheda known for?
Smeet Chheda has skills like Python, Matlab, Angularjs, Java, Pandas, R, Bash, Written Communication, Php, D3.js, C, Mysql.
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