I’m an SDE-2 at Moody’s, where I build data-intensive systems and automation pipelines using Python, AWS, React, and Retool. Previously, I spent 2.5 years at SAP Labs, working on microservices, cloud-native systems, and developer productivity. I built a regression scoping tool that reduced QA testing time by 90%, automated classification across 500+ services, and contributed to migrating 10+ legacy applications to the cloud. I’ve worked with systems handling millions of records, high availability, and sub-second latency, primarily using Java/Spring Boot, Node.js, Python, and AWS. I’m particularly interested in system design, microservices, backend architecture, automation, and AI for developers. I enjoy breaking down complex engineering problems into simple, practical ideas—and sharing what I learn from actually building and shipping systems. On Topmate, I’m happy to help with system design, backend engineering, microservices, AI engineering, career guidance, and interview preparation.