serena salman

I've built scalable data platforms for Rxvantage, Canvas Medical, Veryfi, and Rainforest QA, turning healthcare, financial, and product data into trusted analytics-ready products.

At Canvas Medical, I architected Databricks, Delta Lake, and AWS platforms for clinical intelligence and AI-ready data products. My batch and streaming pipelines using PySpark, Kafka, Airflow, and dbt improved processing performance by 60%+ while maintaining 99% data reliability and reducing cloud costs by 35%+.

At Veryfi, I built real-time pipelines for receipts, invoices, bank statements, expense reports, and financial transactions, supporting document processing, reconciliation, fraud analytics, RAG, and LLM-powered workflows.

I bring hands-on strength in Python, SQL, Spark, Kafka, Databricks, Snowflake, AWS, and Azure, alongside data governance, observability, and HIPAA-compliant engineering. I also lead architecture reviews, mentor engineers, and partner across product, clinical, analytics, and engineering teams to deliver reusable data products.