• Streamlined the ML team by creating cloud infrastructure, pipelines, images, etc.• Created Github Action workflow to kickoff model training jobs in AWS Sagemaker.• Created Datadog dashboards for the ML lambdas and monitors if the error rates were too high.• Created a Github Action workflow to build and store custom images in AWS ECR.• Created and fine-tuned ML Lambdas in Terraform to ensure they were configured correctly, resulting in savings of about 10-15%.• Reduced… Show more • Streamlined the ML team by creating cloud infrastructure, pipelines, images, etc.• Created Github Action workflow to kickoff model training jobs in AWS Sagemaker.• Created Datadog dashboards for the ML lambdas and monitors if the error rates were too high.• Created a Github Action workflow to build and store custom images in AWS ECR.• Created and fine-tuned ML Lambdas in Terraform to ensure they were configured correctly, resulting in savings of about 10-15%.• Reduced average run of Sagemaker training job by 10-15% by creating a custom ECR image.• Reduced cloud costs in Datascience AWS accounts by 40% by refactoring inefficient workflows. Show less

• Created IAM roles across access through 3 different AWS Organizations with AWS SSO.• Created custom Terraform modules to build out AWS resources according to standards.• Created Github Action workflows to run Terraform.• Created SCPs for AWS Orgs.

- Led new Okta implementation for all AWS roles- Introduced and documented new process to generate access keys for AWS cli- Created new sets of AWS accounts across all our AWS accounts- Automated the creation of AD groups needed for AWS roles

- Created and templated AWS resources with CloudFormation and Terraform; Hundreds of S3/EC2/ASGs/SNS/SQS/IAM/KMS/EBS resources- Created Terraform modules to ensure all resources conformed to security standards- Terraform state file manipulation- Terraform Enterprise - Github Enterprise admin

Involved in maintenance, enhancement and development work of SAP modules and those that interface with other applications. This includes, end-to-end implementation of RfCs (Requests for change), performing root-cause analysis (RCA) on assigned production remedy tickets, assisting development resources in validating production fixes in the development environment and validating changes in the system test environment.

Participated in an Agile group.Participated in Daily Scrum meetings.Ran test scripts and looked into automated testing.Documented any issues found while running test scripts.