Smeet Chheda

Smeet Chheda Email and Phone Number

Stony Brook, NY, US
Smeet Chheda's Location
Stony Brook, New York, United States, United States
About Smeet Chheda

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.

Smeet Chheda's Current Company Details
Institute for Advanced Computational Science

Institute For Advanced Computational Science

View
Research Assistant
Stony Brook, NY, US
Smeet Chheda Work Experience Details
  • Institute For Advanced Computational Science
    Research Assistant
    Institute For Advanced Computational Science
    Stony Brook, Ny, Us
  • Institute For Advanced Computational Science
    Research Assistant
    Institute For Advanced Computational Science Aug 2021 - Present
    Stony Brook, New York, Us
    Research 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.
  • Berkeley Lab
    Graduate Student Research Assistant
    Berkeley Lab May 2024 - Aug 2024
    Berkeley, Ca, Us
    Performance Modelling & Analysis of parallelization strategies for Transformer arch. models, via open source Frameworks and Libraries supporting LLM training at scale.
  • Berkeley Lab
    Graduate Student Research Assistant
    Berkeley Lab May 2023 - Aug 2023
    Berkeley, Ca, Us
    Scaling 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
  • Stony Brook University
    Graduate Assistant | Database Administrator
    Stony Brook University Aug 2019 - Aug 2021
    Stony 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.
  • Ascent Futuretech Llp
    Web Developer Internship
    Ascent 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

Python Matlab Angularjs Java Pandas R Bash Written Communication Php D3.js C Mysql Pytorch

Smeet Chheda Education Details

  • Stony Brook University
    Stony Brook University
    Computer Science
  • Stony Brook University
    Stony Brook University
    Computer Science
  • Kj Somaiya College Of Engineering, Vidyavihar
    Kj Somaiya College Of Engineering, Vidyavihar
    Computer 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.

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.