On Toloka AI and Crowdgen, I review and categorize digital content against detailed written guidelines, and complete data collection and labeling tasks to project requirements. I keep quality consistent across repetitive task batches and adjust when instructions change.
As a freelance writer, I write commercial serialized fiction to strict outlines, tone rules, and chapter schedules. I also use Google Sheets and Notion to track drafts and deadlines, and work as a virtual assistant handling data entry, research, file organization, and calendar management.

