Jay K.

Building LLM infra @ Sagemaker Hyperpod

Role: Software Development Engineer Ii, Aws Sagemaker at Amazon Web Services (AWS)
Location: San Jose, CA, US
LinkedIn followers: 500 followers

About Jay K.

Graduate of San Jose State University with a degree in Computer Science and a background in Computational and Applied Mathematics. Currently contributing as a Software Development Engineer II at AWS Sagemaker, with a focus on infrastructure development. At AWS, contributed to the development of microservices ensuring high availability of databases, designed APIs for database monitoring, and implemented infrastructure using CDKs for services. Experience includes working on Amazon Aurora, Amazon RDS, and commercial software. Proficient in multiple languages, including French, Hindi, and English, bringing a global perspective to technical problem-solving.

Experience

Software Development Engineer Ii, Aws Sagemaker
Amazon Web Services (AWS)
Oct 2024 — Present · San Jose, CA, US
Design and build LLM infrastructure on AWS SageMaker HyperPod for large-scale model training and inferenceDevelop scalable distributed training systems for foundation models and transformer architectures

Education

San Jose State University
Bachelor’s Degree
2016 — 2021
San Jose State University
Computational and Applied Mathematics
2016 — 2021

Skills

Project Management
Research
Object-Oriented Programming (Oop)
Management
Customer Service
Microsoft Powerpoint
Public Speaking
Microsoft Excel
Microsoft Word
Microsoft Office
Leadership

Contact information

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Current company

Amazon Web Services (AWS)

IT Services and IT Consulting · 10K employees · Founded 2006 · 410 Terry Ave N, Seattle, WA, 98019, US

Launched in 2006, Amazon Web Services (AWS) began exposing key infrastructure services to businesses in the form of web services -- now widely known as cloud computing. The ultimate benefit of cloud computing, and AWS, is the ability to leverage a new business model and turn capital infrastructure expenses into variable costs. Businesses no longer need to plan and procure servers and other IT resources weeks or months in advance. Using AWS, businesses can take advantage of Amazon's expertise and economies of scale to access resources when their business needs them, delivering results faster and at a lower cost. Today, Amazon Web Services provides a highly reliable, scalable, low-cost infrastructure platform in the cloud that powers hundreds of thousands of businesses in 190 countries around the world. With data center locations in the U.S., Europe, Singapore, and Japan, customers across all industries are taking advantage of our low cost, elastic, open and flexible, secure platform.

amazon.com

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