Event-driven Cloud-native Data Lake for Enterprise Use
The AWS based storage platform which allows to store, discover and distribute structured and unstructured data at scale.
Cloud infrastructure & automation
Designed and deployed a fully serverless, AWS-based architecture using Terraform. Automated provisioning of services such as DynamoDB, Lambda, and API Gateway. Implemented lifecycle management, monitoring, and event-driven automation to ensure scalability and reliability.
Backend development & data architecture
Developed a RESTful API layer on top of the system using API Gateway. Created backend application logic in Python, handling core business processes and data workflows. Designed an efficient NoSQL database architecture with DynamoDB.
Architecture consulting
Collaborated closely with stakeholders to define best architectural approaches. Provided guidance on access management, security, and scalable design patterns. Delivered a comprehensive platform with operational visibility, governance controls.
From legacy constraints to GitOps-enabled Microservices: A journey with AWS ECS and Fargate
A cloud-native modernization journey that transformed a legacy AWS microservices platform into a scalable, modular, and GitOps-enabled architecture. This engagement focused on improving service isolation, deployment agility, and operational efficiency using AWS ECS, Fargate, and CI/CD best practices.
Microservice Refactoring & Container Architecture
Transformed a legacy ECS deployment model into a modern, modular service architecture. Broke down tightly coupled microservices running in a single ECS task into independent services. Improved reliability, reduced redeployment risks, and enabled true microservice-level agility on AWS Fargate.
DevOps Modernization with GitOps Principles
Redesigned the CI/CD lifecycle to align with GitOps methodologies. Implemented change detection logic to rebuild and redeploy only the affected services within a shared monorepo. This drastically reduced build times, minimized ECR churn, and eliminated unnecessary deployments.
Architecture Consulting & Legacy Modernization
Guided the client through a careful modernization journey — not by replacing everything, but by strategically evolving what worked. Addressed hidden constraints in their “it just works” architecture and aligned infrastructure with long-term scalability and maintainability goals.
Cloud Cost Optimization at Scale: Transforming AWS Analytics for Efficiency
A focused cost optimization initiative that redesigned an existing AWS analytics platform to eliminate waste and align resources with real usage.
Cloud Cost Optimization Strategy
Redesigned and automated a cloud-native analytics platform to reduce AWS operational costs by over 65%. Used Terraform to restructure data processing and storage workflows with services like Amazon S3, Glue, and Redshift.
Scalable Data Lake & Processing Architecture
Refactored the data lake architecture to support efficient, scalable analytics. Migrated raw data to Parquet with compression and partitioning to dramatically reduce Athena scan costs. Enabled faster insights at a fraction of the cost.
Architecture Advisory & Governance
Worked closely with the client to guide architectural decisions rooted in cost-efficiency, resilience, and future growth. Designed a step-by-step optimization roadmap grounded in actual usage patterns.
