Successfully led the re-architecture of a critical microservices platform at Amazon, migrating over 50 Java-based services from monolithic structures to a scalable serverless architecture on AWS Lambda and ECS. This initiative reduced operational costs by 20% and improved latency by 15% for millions of daily transactions, handling peak loads exceeding 10,000 requests per second. My contribution ensured system resilience and significantly enhanced developer velocity for future feature deployments, directly impacting customer experience across several core services.
My eight years at Amazon have honed my expertise across the full software development lifecycle, from system design to deployment and optimization. I recently designed and implemented a Python and Go-based data ingestion pipeline using AWS Kinesis and SQS, processing over 1TB of raw telemetry data daily and enabling real-time anomaly detection. I also contributed to a cross-functional team optimizing C# backend services, achieving a 30% reduction in database query times by refactoring complex SQL statements and implementing intelligent caching mechanisms within an Azure Cosmos DB environment.
NebulaStream Corp's reputation for innovation in real-time cloud analytics and robust data processing infrastructure deeply resonates with my professional aspirations. My background in building and scaling distributed systems with AWS, including Kinesis and Lambda, combined with experience in Azure Functions and Cosmos DB, directly aligns with the challenges and opportunities I envision within your advertised Senior Software Engineer role. I am particularly intrigued by your work on Project Stardust, as outlined in your recent blog, and believe my expertise can significantly contribute to its success and the broader team goals.
My approach emphasizes delivering high-quality, resilient software solutions that directly impact business objectives, as demonstrated through significant cost savings and performance improvements in my previous roles. I am confident that my technical depth in Java, Python, and Go, coupled with extensive cloud platform experience across AWS and Azure, would be a valuable asset to NebulaStream Corp. I look forward to the opportunity to discuss how my skills and experience can contribute to your team's continued success and innovation.
Best regards,
Liam Murphy