I am a seasoned software engineer with over 16 years of experience, currently a Lead Software Engineer at Apple. I specialize in real-time streaming technologies and knowledge graph management, spearheading micro-service architectures for Apple's Music LOB Reactive System. Using Apache Kafka, Apache Flink, and Spark Streaming, I architect solutions for high-throughput scenarios. My collaboration with cross-functional teams ensures robust, innovative products. My commitment to continuous learning drives innovation within the team. Previously, I was a Senior Software Engineer Lead at Microsoft. I led the development of key features for a SaaS platform in cloud data management, focusing on data governance-as-a-service. My role involved driving milestones, overseeing launches, and managing deployments across 30 cloud regions. My career began at Honeywell in Bengaluru, Karnataka, India, where I started as a Software Engineer and was later promoted to Senior Engineer.