Cloud Data Engineer with 3.5+ years of experience in architecting and developing scalable, cloud-native data pipelines using Python, Spark, and AWS services (Glue, EMR, Redshift, Lambda). Proficient in ETL development, big data processing, and secure cross-account integrations. Experienced in the financial domain with a strong focus on performance tuning, data validation, and automation.