# Hanu Vaishnavi Guddalore > Software Engineer @ Microsoft | LLM Integration, React, C# Location: New York City Metropolitan Area, United States Profile: https://flows.cv/hanu Currently, I’m a Software Engineer at Microsoft, where I lead integration and optimization of Azure Service Health Copilot plugins using LLM endpoints. My work unifies service health data and delivers high-performance, user-centric solutions that meet enterprise-grade benchmarks (e.g., <5s response time, >99.99% uptime). My core strengths include LLM integration, React.js, and C#, which I apply to enhance infrastructure reliability and streamline user experiences. I’m driven by innovation, collaboration, and a commitment to building resilient systems that empower teams and elevate technical ecosystems. ## Work Experience ### Software Engineer @ Microsoft Jan 2021 – Present • Led integration and development of Azure Service Health copilot plugins by leveraging LLM endpoints, unifying all service health data queries and launched them to General Availability (GA) meeting all quality benchmarks (response <5s, negative feedback <1%, uptime >99.99%). • Implemented a new Retirement tagging feature on the Azure portal in React, adding 50 tracking IDs in one month and boosting retirements visibility by 700% (from 1% to 8%). Achieved strong user engagement with 100+ sessions using the new filters in the first month. Video link: https://www.youtube.com/watch?v=8lfQf1YiaB4 • Identified and resolved performance bottlenecks in Azure Health Blade; investigated multiple solutions and implemented the optimal strategy, reducing latency from ~69s to ~4s. • Collaborated on building a new metadata API in C# to map service GUIDs to names via ACOM cache, resolving service health alert issues caused by name changes and handling ~80K monthly requests. • Developed a YAML-based CI/CD deployment pipeline to automate the portal-to-repo migration, ensuring a smooth transition to the new system. ### Software Development Engineer @ Amazon Jan 2020 – Jan 2021 | Seattle, Washington, United States • Implemented non-intrusive functionality to deploy transportation configuration changes by utilizing AWS Simple Workflow parallel executions, DynamoDB and Amazon S3. This helped reduce delays in deployment by 4 hours • Worked on optimizing the serialization process of storing transportation configurations to gamma and prod databases to simplify the current persistence scheme for the transportation network. ### Software Development Engineer Intern @ Amazon Jan 2019 – Jan 2019 | Seattle, Washington, United States • Implemented the important and long-awaited functionality for deletion of Unused Regions in Scheduled Delivery of Supply Chain Optimization Technologies team using Ruby on Rails and Java • Developed APIs for determining the Unused Regions in Dynamo DB and allow concurrent deletion of unused regions ### Student Web Developer @ USC Marshall Center for Global Supply Chain Management Jan 2018 – Jan 2019 | United States • Developed websites for USC Marshall in AngularJS to maintain strong online presence • Made use of Chrome Developer Tools and Firebug Lite to ensure front-end code and assets were optimized ### Software Development Intern @ Tata Consultancy Services Jan 2016 – Jan 2017 | Hyderabad Area, India • Developed a chat application with live updates utilizing Python web-sockets, enhancing real-time communication. • Deployed the application using Docker, ensuring efficient and consistent environments. • Managed CPU resources effectively to support multiple clients and servers, optimizing performance. ### Software Development Intern @ BlackBuck (Zinka Logistics Solutions Pvt. Ltd.) Jan 2016 – Jan 2016 | Hyderabad Area, India ## Education ### Master's degree in Computer Science University of Southern California Jan 2018 – Jan 2019 ### Bachelor of Technology - BTech in Computer Science Jawaharlal Nehru Technological University Hyderabad (JNTUH) Jan 2013 – Jan 2017 ## Contact & Social - LinkedIn: https://linkedin.com/in/hanu-vaishnavi-g --- Source: https://flows.cv/hanu JSON Resume: https://flows.cv/hanu/resume.json Last updated: 2026-03-23