At Appen, I evaluated search results, text outputs, and digital content for relevance, reliability, and intent, applying detailed guidelines across computer vision and language model projects. I also identified dataset inconsistencies and patterns to support downstream machine learning accuracy.
My engineering work at Beckman Coulter included investigating product failures, testing labware, and developing validation plans. I’ve also worked in FDA-regulated pharmaceutical manufacturing at AstraZeneca, and my technical toolkit includes Python, SQL, and LabVIEW.

