Dinesh Reddy Email & Phone Number

Chennai, Tn, In

Chennai, Tamil Nadu, India

Back-End Development:Developed REST APIs to integrate the SARIMAX model, Universal Scalability Law (USL) model, and polynomial regression model.Created a scheduler event to trigger these models, ensuring timely execution and efficient data storage in the database for seamless access.Front-End Development:Designed and implemented interactive web pages to visualize resource utilization, offering real-time insights into system performance.Utilized Chart.js to create engaging visualizations for actual vs. forecasted data, showcasing prediction accuracy and resource metrics.Machine Learning Integration:Implemented machine learning models to analyze TPS and CPU usage across different microservices in a multi-threaded environment, enabling enhanced performance forecasting and resource management.Cost Savings and Resource Optimization:Conducted extensive performance testing in both Virtual Machine (VM) and Kubernetes environments, allowing for targeted analysis of resource consumption for specific microservices.Identified optimization opportunities that have significantly reduced operational costs by ensuring resources are allocated efficiently based on detailed analysis.

Chennai, Tamil Nadu, India

Worked on building a user-friendly interface using React and D3.js to render a network topology map for all the devices in the network. This tool was designed to easily debug device failures and understand the traffic between devices.