As an ML Data Engineer, I design and implement scalable data pipelines, transforming raw data into valuable insights. I leverage cloud technologies like AWS, specializing in optimizing PySpark code for efficient data processing. With expertise in database administration (Oracle, Redshift), I excel in ETL and batch data processing, ensuring seamless migration to cloud environments. My role extends to deploying ETL pipelines, optimizing SQL queries, and managing production support for cloud applications. I hold certifications in AWS and Azure, with a track record of delivering projects under pressure. My work combines technical skills with a strategic approach, driving impactful outcomes in data engineering.