Data Engineer with 5+ years of experience designing, optimizing, and maintaining scalable data pipelines and data warehouse solutions across AWS, GCP, Azure, and Snowflake environments. Strong background in SQL, Python, ELT/ETL development, and data modeling. Experienced across marketing, healthcare, consulting, and industrial sectors, delivering reliable analytics-ready datasets and improving performance, scalability, and cost efficiency of cloud-based data systems.