I'm a DevOps Engineer with 2 years of experience in DevOps and Cloud Infrastructure. 7 plus years of total industrial expertise in building robust products that are well designed, efficient, and highly scalable.
PEOPLE SCHEDULING PLATFORM - AWS (05/2019 - Present)
Setup and manage the infrastructure on AWS using serverless event-driven architecture using a range of AWS services.
Deploying ML models written in Python, bundled into a docker image, and pushed to ECR.
Triggers and rules set up in S3 and CloudWatch start the ML model in ECS Fargate.
Optimization and monitoring of AWS Lambda function for interacting with Redshift and Sagemaker to bring down execution time to less than 4 seconds from 40 seconds.
Java-based microservices running within EKS cluster setup with 3 nodes and auto-scaling properties.
AWS Services Used: S3, EC2, EKS, ECS Fargate, Lambda, API Gateway, RDS, CloudWatch, VPC, Route53, SES, SNS, SQS, Sagemaker.