Abhinav Kumar
Software Development Engineer - 2 @Amazon | Ex- Walmart | SDE Intern @ Walmart, Urban Company | NSIT\'21
- Role
- Software Development Engineer - 2 at Amazon Web Services (AWS)
- Location
- South Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Abhinav Kumar
I\'m a final year student at NSIT, Delhi pursuing B.Tech. in Computer Engineering. Being a…
Experience
Software Development Engineer - 2
Jul 2024 — Present · Bangalore Urban, IN
Contributed to the development of Project Crescendo, a GPU optimization technology that intelligently schedules jobs based on priority,reallocates GPUs for inference and training based on customer usage patterns, and reduces customer costs by up to 40%- Led the end-to-end design and implementation of the SageMaker Model Registry integration with JumpStart Models, enabling users toseamlessly register and extend pre-built AWS ML solutions- Designed and implemented full integration of MLflow with the SageMaker Model Registry, providing users a unified interface to register,manage, and track model changes directly through the SageMaker UI- Scaled SageMaker Model Registry and Model Card services to six new AWS regions, with an initiative to expand to 100 regions by 2026.Automated the regional deployment process using chained triggers, RIP-based config migration, and automated config generation—reducingregion build time from 1 month to 1 week.
Education
Netaji Subhas Institute of Technology
Bachelor of Engineering, Computer Science
2017 — 2021
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