-Utilized Prometheus and PromQL for efficient metric aggregation from EKS clusters, harnessing Prometheus’ robust Kubernetes integration and query flexibility to monitor pod health metrics and compare against users selected parameters in order to determine pod restart timing.-Developed real-time pod metric visualizations with Chart.js, leveraging its lightweight, high-performance rendering capabilities to enhance the interactive user experience, streamline monitoring of Kubernetes pod performance, and accelerate troubleshooting for faster, data-driven decision-making.-Engineered a dynamic and user-centric frontend using React, utilizing state management with the Context API to efficiently handle real-time user-configured parameters, enabling seamless transmission of configurations to the backend and automatic updates of data visualizations.-Implemented a modular middleware pattern in Express to process frontend parameters, chosen for its flexibility and scalability in managing dynamic routes and handling complex request flows. This approach streamlined the management of CPU and memory configuration updates, improved code maintainability, simplified debugging, and automated pod management via the Kubernetes API.-Built and executed unit and integration tests for the backend using Jest, employing its built-in mocking capabilities to simulate Prometheus queries and Kubernetes actions, and its robust asynchronous support to ensure reliable testing of data handling and pod restart logic under various conditions.-Set up CI/CD pipelines with GitHub Actions for automated testing and deployment, using its seamless integration with GitHub. The pipeline runs Jest tests on dev pull requests and automates Docker and AWS deployments, ensuring fast code validation and reliable production updates.

-Designed and implemented an automated email delivery system leveraging a cloud-based email marketing platform, utilizing APIs and integration techniques to efficiently distribute workout programs to over 2,000 subscribers, ensuring scalability and reliability in communication workflows.-Analyzed audience behavior and response patterns through multivariate testing and data segmentation to optimize email subject lines and content, achieving a 90% increase in open rates and a 250% boost in click-through rates, utilizing Mailchimp’s analytics tools for data-driven decision-making.-Led technical presentations to government agencies, using data analytics to demonstrate service value, resulting in contracts that drove a 350% increase in user growth. Collaborated with internal teams to integrate client feedback, shaping new product features that aligned with user needs.

-Developed and deployed a mobile-first, responsive website using React, HTML, CSS, and JavaScript, optimizing UI/UX with features like class scheduling, booking, member profiles, and real-time class stats, enabling users to track progress and view past activities from their accounts.-Constructed automated email workflows through MailChimp API integration, sending personalized emails based on user actions (e.g., booking confirmations, class reminders, summaries) as well as MindBody and FitMetrix API integration for class bookings, stats, and heart rate tracking.-Implemented on-page SEO best practices to enhance search engine rankings, optimizing site structure, meta tags, and content for better crawlability and indexation. Integrated Google Analytics for real-time performance tracking and data-driven optimization, increasing organic traffic by 120%.-Formulated and automated employee onboarding processes, integrating team-building strategies and feedback loops to streamline training, enhance team performance, and align with business goals. This improved operational efficiency, employee loyalty, and contributed to a member retention rate of 80% year-over-year contributing to local recognition, including "Business of the Year" and "Best Local Gym" five times in six years.