IBM Certified Data Engineer with 1+ years of experience building, optimizing, and supporting large-scale real-time and batch ETL pipelines in financial data environments. Hands-on expertise in Apache Airflow, Kafka, Spark, Python, SQL, and Google Cloud. Proven track record of resolving complex ETL failures, implementing data quality