, SageMaker, S3, Redshift, OpenSearch, Lambda, Fargate, EMR) Familiarity with visualization tools such as Tableau, Grafana, Matplotlib, Plotly Exposure to Kafka data pipeline development Previous experience working with streaming data Model development using Python libraries for time series modeling, database querying, statistics, machine learning and visualization (e