Owned end-to-end ETL production-critical data pipelines and API systems, designing and executing them using Beam/Dataflow, ingesting into PostgreSQL, and operating containerized FastAPI services with on-call responsibility and production observability.

Contributed to production data pipelines and backend services, building foundational ingestion and validation components using Python, PostgreSQL, FastAPI, Apache Airflow, and Apache Beam.

Performed manual and automated testing across varied hardware, automated workflows with Ansys ARM, Python and JavaScript.