Researching how data systems remember, forget, and represent people.

I work at the intersection of computer science, ethics, and society, with a focus on responsible data practices, participatory data modeling, and machine unlearning.

Publications CV Media

Now

PhD student at Ukrainian Catholic University, working on Forgetting Machines: responsibility by design in machine unlearning.

Background

M.Sc. in Data Science with honors from UCU, previous software engineering and team lead experience at Artur'In, and ongoing teaching in NLP and decision support systems.

Machine unlearning Governance, accountability, and responsible forgetting in data systems. Participatory modeling ONION and GARLIC frameworks for inclusive data modeling practices. Knowledge manipulation Wikipedia edits, propaganda detection, and sociotechnical data integrity.

Advisors

George Fletcher Eindhoven University of Technology Julia Stoyanovich New York University Tetiana Zakharchenko Ukrainian Catholic University

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Research papers, preprints, theses, citations, and BibTeX Teaching courses, materials, and university teaching Media coverage, institutional news, and public-facing work