James S
Senior Software Engineer (SageMaker Training) at Amazon Web Services (AWS)
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolJames S is a Senior Software Engineer with 11 years of experience building and scaling real-time ML infrastructure at Amazon Web Services, currently focused on the SageMaker HyperPod training platform. He has progressed through multiple roles within SageMaker—moving from software development on real-time inference to senior engineering on inference and now training—bringing deep domain expertise in low-latency, production ML systems. Based in New York, he combines hands-on system design with operational rigor to deliver resilient, high-throughput services used by diverse ML workloads. Known for navigating complex distributed systems at cloud scale, he bridges the gap between model-serving performance and developer usability. His steady internal progression at AWS reflects strong ownership and the ability to drive long-lived platform improvements that enable faster experimentation and deployment for ML teams.
11 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Bachelor's degree at Georgia Institute of Technology
Github Skills (171)
serve10
optimization10
robotics10
golang10
cpu10
smithy10
docker10
ecosystem9
authentication9
devise9
gpu9
racing9
pytorch9
amazon-web-services9
machine-learning9
Programming languages (15)
Github contributions (5)
sanjams2/libretorrent
Mar 2020 - May 2024
Contributions:1 push, 1 branch in 4 years 2 months
sanjams2/host-your-own-blog
Aug 2019 - Aug 2022
Contributions:3 pushes, 1 branch in 3 years
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