Liana Shafiq

I’ve been architecting and delivering enterprise-scale cloud data platforms at PocketHealth, spanning AWS, Azure, and GCP for healthcare analytics, operational reporting, and AI/ML workloads.

At PocketHealth, I designed modern healthcare lakehouse architectures in Databricks with Delta Lake and Bronze/Silver/Gold layers, then built scalable ETL/ELT pipelines with Python, SQL, PySpark, Spark SQL, Airflow, dbt, and cloud-native services.

I’ve also engineered real-time and near real-time streaming using Kafka, Kafka Connect, Debezium, Spark Structured Streaming, Google Pub/Sub, AWS Kinesis, and Azure Event Hubs—then paired it with warehouse solutions across Snowflake, BigQuery, Amazon Redshift, and Azure Synapse.

Across the stack, I focused on governance, quality, and reliability with Unity Catalog, Great Expectations, Apache Atlas, and Microsoft Purview, plus secure, HIPAA-compliant data controls. I’ve led architecture reviews, mentored engineers, and automated infrastructure with Terraform, Docker, Kubernetes, and CI/CD pipelines.