At Deutsche Bank, I build Spring Boot microservices that monitor 40K+ transaction workflows at sub-50ms read latency. I also created replay services, RBAC and rate-limiting layers, and observability pipelines that reduced operational MTTR and initial incident triage time by 60%.
I've built high-throughput Java and Kafka systems, including a multi-tenant webhook engine processing 8,000+ events per second, alongside React-based 3D web experiences and cloud infrastructure on AWS. My work spans distributed systems, AI-powered root-cause analysis, and reliable financial application design.

