Created a Kafka- and AWS Lambda-based QA Automation Platform with producer-consumer services, automating dealer website scraping through adaptive strategies; reduced manual QA effort by 60% and improved execution time by 40%. Developed a Model Orchestrator System using AWS SQS, S3, implementing event-driven workflows for vehicle image angle detection and background removal, improving image-processing efficiency by 35%. Designed asynchronous orchestration using Kafka, SQS, and SNS to achieve fault-tolerant, idempotent distributed workflows. Optimized a hybrid data layer using Redis caching and multi-database strategy (PostgreSQL, DynamoDB, MongoDB), enhancing system throughput. Deployed services via Docker and Kubernetes, integrating CloudWatch dashboards for 99.9% uptime and proactive alerting.