At IBM, I improved high-throughput APIs serving 100K+ daily requests, reducing Reporting API query latency by 40% with Redis caching and Java Spring Boot. I also integrated security scanning tools, helping reduce vulnerabilities by 90%.
I built asynchronous AWS Lambda ETL pipelines processing over 1M inventory records daily into S3 and Redshift, with Kafka event streams supporting machine-learning-driven customer targeting and abuse prevention. Earlier at IBM, I automated Python ETL workflows and supported zero-downtime database migrations across PostgreSQL and NoSQL platforms.

