I am Sapna , a Google Cloud Certified Solution Architect and Data Engineer with 6.5 years of IT experience specializing in cloud solutions, data engineering, AI, and automation. I excel at designing and implementing scalable data migration strategies and architecting cost-efficient GCP-based solutions leveraging BigQuery, Dataflow, and Pub/Sub. I'm highly proficient in automating infrastructure deployments with Terraform and establishing CI/CD pipelines to streamline DevOps workflows. My expertise includes leading GCP-based data warehouse design , developing ETL pipelines using Apache Airflow and Cloud Dataflow , and automating infrastructure provisioning with Terraform and Python. I'm passionate about optimizing cloud solutions and automating processes, consistently delivering high-impact results.