With 20+ years in engineering and operations, I help organizations build resilient, scalable, and cost-efficient platforms. I’ve led global SRE and DevOps teams across multiple regions, handled large-scale production systems, and driven reliability transformations in always-on environments. My strengths include Cloud (AWS/Azure), Observability, SRE practices, DevOps culture, and GenAI/RAG systems. I enjoy partnering with leaders to solve real-world operational problems—not just theory. On Topmate, I’m happy to mentor engineers and managers, review architectures, discuss career growth, and share practical lessons from running systems at scale.