At Cerence Inc., I test and correct Polish voice assistant data for automotive clients, including utterances, intents, and transcriptions. I write and record Polish utterances, report issues in Jira, and work with engineering teams on fixes.
Through Appen (CrowdGen) and other AI data projects, I evaluate and rank AI-generated answers for accuracy, helpfulness, tone, and safety, with clear justifications. I also rate translation quality and evaluate Polish speech and audio.
On the micro1, Proton project, I labeled video for robotics by tagging robot arm actions and gripper events frame by frame. I also worked on search and maps evaluation, including OneForma-certified work.
At Tipli, I supported customers and partner stores with orders, payouts, missing transactions, and account issues. At Keywords Studios, I supported The Settlers Online players and led, recruited, trained, and quality-checked a team of about 15 moderators.

