At Aumovio (Continental), I own system-level validation strategy for ECU sender-receiver interfaces on the ICAS Project (VW / CARIAD). I use Vector CANoe to investigate communication issues and integration gaps across CAN, LIN, and Automotive Ethernet.
I enhanced Python test automation and analytical workflows that reduced full interface test execution from 6–8 days to under 18 hours. I also built reporting pipelines with SQLite and Excel automation to turn validation results into insights for release and quality decisions.
At Signant Health, I supported clinical research projects through documentation, risk tracking, and analysis of datasets exceeding 100,000 confidential patient records. I developed data-cleaning scripts to find corrupted, duplicated, or inconsistent records and improve data quality for trial analysis and regulatory reporting.

