Mumbai, Maharashtra, India
I am an AWS Solutions Architect with strong hands-on expertise in designing secure, scalable, and highly available cloud architectures for enterprise workloads. I specialize in building multi-account environments using AWS Organizations, implementing least-privilege IAM strategies, and designing resilient systems aligned with the AWS Well-Architected Framework. My experience includes architecting fault-tolerant solutions across Multi-AZ and Multi-Region setups, leveraging services like EC2, ECS, EKS, Lambda, and API Gateway to deliver reliable and performant applications. I have deep experience in containerization and serverless computing, where I design and manage microservices-based architectures using ECS and EKS with advanced configurations such as autoscaling, capacity providers, and IAM Roles for Service Accounts (IRSA). I build event-driven systems using EventBridge, SQS, and Kinesis, enabling real-time data processing and decoupled application design. My work includes optimizing Lambda performance through concurrency tuning, managing event source mappings, and implementing robust retry and failure-handling mechanisms. On the data and storage side, I design efficient and cost-optimized data platforms using S3, RDS Aurora, and Athena. I implement lifecycle policies, partitioning strategies, and query optimization techniques to improve performance and reduce costs. I have also built data ingestion pipelines using Kinesis Firehose and developed scalable data lake architectures integrating S3, Glue, and Athena for analytics workloads. In the MLOps domain, I have provisioned and managed scalable machine learning infrastructure using SageMaker, enabling end-to-end ML workflows from data preprocessing to model deployment. I focus on cost optimization through spot training jobs, model versioning, and endpoint autoscaling, while also implementing monitoring strategies for model performance and drift detection. Additionally, I bring strong DevOps and automation expertise, using Terraform and CloudFormation to build modular and reusable infrastructure, along with CI/CD pipelines using CodePipeline, CodeBuild, Jenkins, and GitHub Actions. I actively monitor systems using CloudWatch, Prometheus, Grafana, Sumo Logic, and New Relic, with proactive alerting integrated into Slack and email. I collaborate closely with cross-functional teams to ensure system reliability, rapid incident resolution, and alignment with business and operational goals. š© Feel free to reach out at [email protected]
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