Very Strong at query optimization and Performance tuning, Bulk data load and unload to S3 and Redshift., Integrate Python with Redshift for complex data integration., Other AWS Service—AWS Lambda, AWS CloudWatch, S3, glue, Kinesis Stream, Kinesis Analytics., Good at python scripting for automation process., Determined optimal business logic implementations, applying best design patterns., Increased speed and memory efficiency by implementing code migration to convert Informatica ETL jobs to SnapLogic ETL jobs., Good at working with Spark for large scalable distributed data solutions., Strong knowledge in writing stored procedures, functions and views., Good in writing and tuning complex sub queries, index, and triggers., Strong knowledge in MySQL and query optimization., Debugging., Good at optimizing SQL Server performance., Good at join concepts and T-SQL functions, Good knowledge of the design and implementation of the Data Warehouse life cycle., Good in multidimensional modelling (star schema, snowflake schema)., Good knowledge of Data Warehouse/Data Mart design concepts., Good hands-on working experience with SnapLogic ETL Tool.