Proficiency with databases (e.g., Snowflake, DB2, Redshift) and dimensional modeling. Hands-on experience with AWS architecture and services (Lambda, Glue, Kinesis, Firehose, Athena, S3, Cloudwatch, Dynamodb, API Gateway). Proficient in Python, SQL, and scripting (e.g., Unix shell scripts). Experien