Data engineer with 4 + years of experience in big data analytics and cloud environments. Proficient in data lake architecture, data warehousing, data marts, and end-to-end ETL pipelines. Experienced in data ingestion, integration, quality, and governance. Skilled in SQL, PySpark, Hadoop, HDFS, Python, and both AWS and Azure data services. Strong background in building scalable data solutions for complex business needs, focusing on optimizing data workflows. Passionate about leveraging data engineering best practices to support data-driven strategies and enhance operational efficiency.