Leveraged DynamoDB's scalable NoSQL solution to handle large data volumes with low latency, enabling real-time capacity adjustments and optimizing resource usage, reducing operational costs and maximizing efficiency.Employed AWS CloudWatch for monitoring and analyzing DynamoDB Read/Write Capacity Units, enabling precise capacity adjustments and efficient resource management, proactively preventing over-provisioning and reducing costs.Integrated AWS Bedrock with the Mistral-7B model to analyze user-provisioned capacity and forecast trends, providing tailored insights for optimizing DynamoDB capacity and ensuring efficient resource allocation.Implemented database metrics visualization using Chart.js, integrating with AWS CloudWatch for real-time monitoring, supporting developers in identifying bottlenecks and inefficiencies.Configured AWS IAM to securely handle credentials and manage access controls, ensuring secure and authenticated access through detailed IAM policies and user roles.Employed Docker for containerization, creating isolated development environments and consistent deployment stages, streamlining complex service setups and ensuring scalability.Utilized Express.js to build middleware for AWS CloudWatch metric retrieval, designing routes for AWS SDK integration and ensuring reliable API performance with robust error management.Implemented TypeScript to enhance code quality and maintainability, reducing runtime errors and improving developer productivity through static type-checking and seamless integration with existing JavaScript codebases.

FlexFit - Exercise Logger ApplicationUtilized React to manage global state for exercise data across components, and employed hooks for state updates in real-time, which enabled seamless tracking and interaction with workout progress streamlining data handling and ensuring that user adjustments to data were reflected in the application, enhancing overall responsiveness and user experience.

JobHub - Job Application Tracker Implemented React Context for managing user authentication and tracking job application statuses, centralizing state management across the dashboard. Developed Context Providers and Consumers to streamline state access and updates, reducing prop drilling and enhancing code maintainability.Implemented PostgreSQL integration via API for job application management, utilizing SQL features such as optimized queries and robust indexing to enhance data retrieval and storage, ensuring reliable and consistent application performance.