relational data modeling , snowflake , Github, Query Optimization, T-sql, Pyspark, AWS Glue, SQL Server, Redshift, Lambda, MySQL, Api, AWS, CI CD integration, ETL orchestration patterns, LinkSQL, Lakehouse, S3-based Medallion architecture, Data Build Tool, Complex Queries, schema versioning