snowflake , Github, PostgreSQL, React, Terraform, AWS, Bi Tools, Sql, Ruby On Rails, Etl, CI CD, cross-functional initiatives, RAG ingestion pipelines, Fivetran, BI reporting dashboards, Git-based workflows, analytics platforms, Airbyte, vector store management, Semantic Layer, infrastructure-as-code, ELT pipelines, dbt, embedding generation

, Spark, Databricks, Sql, Emr, Kafka, Hive, Redshift, Athena, Scalable data pipelines, Airflow, Micro-services architecture, Streaming pipelines, Flink, Column stores, AWS data services, Apache projects, Relational Databases