Rahul Kadam
Software Engineer
- Role
- Software Development Engineer 2 at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Rahul Kadam
Experienced Software Engineer: Backend, Distributed Systems, Cloud Computing, Scaling…
Experience
Software Development Engineer 2
Jan 2023 — Present · Seattle, WA, US
On Visual Bin Inspection team, deployed computer vision and deep learning models on images captured by cameras - edge devices in Amazon fulfillment centers to generate valuable insights.• Led integration of RTMDet-based deep learning model to replace legacy MaskRCNN model, deploying on AWS Sagemaker resulting in 25% cost reduction and significant improvements in inference.• Architected an automated error handling solution for SageMaker Batch Transform job failures, implementing a Step Functions-based workflow with intelligent retry mechanisms.• On Content Catalog team, delivered a customizable catalog solution for Amazon’s digital businesses (Alexa, AppStore, Fire TV) to accelerate product launches.• Deprecated a Microservice by performing in-depth usage analysis, migrating its AWS Neptune data, and integrating clients with its replacement service.• Managed AWS Neptune major-version upgrades with zero downtime, no data loss and build export-import pipelines for S3-based backups and restores.• Developed and maintained infrastructure as code using AWS CDK, deploying services on ECS, Lambda, SQS, SNS, Step Functions, EventBridge, PrivateLink, and SageMaker.
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