I am a Senior Data Engineer with over 10 years of experience helping organizations build reliable, scalable, and cloud-native data platforms. Over the past decade, I've worked across AWS, Azure, GCP, and Databricks to design both batch and real-time pipelines, modernize data warehouses, and support advanced analytics. I enjoy bridging data engineering and AI, having productionized ML and LLM workflows with tools like LangChain, MLflow, and vector databases. My focus has always been on creating data systems that are not only technically sound but also deliver real business value through automation, governance, and actionable insights.