At VBK Pharma, I lead backend platform architecture and deployment workflows for healthcare systems. I improved release time by 50% through CI/CD optimization and production stability by more than 40% with structured logging, monitoring, and debugging.
I also built a production retrieval-augmented generation pipeline using Semantic Kernel, GPT-4o, and Azure AI Search, grounding responses in source documents with vector and keyword search. Previously, at World Bank, I architected financial processing microservices that improved performance by 30% and automated validation and reporting to reduce manual processing by 60%.

