Automated processing of 70K+ images through AWS Step Functions and Lambda, with retry logic, error handling, and SQS for robustness.

Analyzed performance using CTR metrics and built visualizations comparing friendliness predictions with real-world engagement.

Designed and built RESTful APIs for Purchase Order (PO) and Inventory Management, optimizing order tracking and supplier-buyer interactions.

Integrated MySQL with Flyway for database migrations, improving system maintainability and data consistency.

Implemented role-based authentication and authorization to ensure secure access control across different user roles.

Developed and optimized search APIs, enabling efficient querying and filtering of inventory and purchase orders.

Test the service layer using xUnit and write frontend unit tests using Jest.

Ensure data integrity and security in communication with the SQL Server.

Implement authentication and authorization mechanisms.

Integrate frontend with backend APIs for dynamic data rendering.

Integrate external APIs for CRUD operations as required.

Set up and manage the Azure SQL Database.

Set up GitHub Actions for CI/CD.

Implemented project work including construction of functional REST APIs using Test Driven.

Development methodologies.

Completed 108 Coding Activities.

Enhanced project efficiency by developing a shared CDK package with pre-built constructs for ECS, FireLens, and CloudWatch, reducing component creation time by 15%.

Seamlessly integrated AWS services, including ECS, Step Functions, IAM, and CloudWatch, ensuring a smooth and efficient process.

Enhanced log and metric processing workflows by introducing a team-shared Docker image package with Fluent-Bit. Achieved a notable 20% improvement in log processing speed.

Led the successful migration of a critical customer data validation program, transitioning it from legacy servers to AWS Storage Gateway.