Design, build, and maintain scalable ELT pipelines using Python and Snowflake. Develop and optimize Snowflake schemas, warehouses, and queries for high performance. Integrate diverse data sources (APIs, streaming data, relational databases) into AWS-based data lakes. Implement orchestration workflow