Kushneet Marjara

Support AI data annotation, evaluation, and quality calibration workflows for generative AI systems in guideline-driven production environments. Perform platform training, methodology calibration, and workflow preparation for data review, labeling, and evaluation tasks.

Evaluated high volumes of AI-generated outputs for accuracy, clarity, logical consistency, and compliance with rigorous quality standards. Interpreted evolving evaluation guidelines and collaborated across cross-functional teams to maintain high quality scores and alignment with client-specific standards.

Reviewed academic and business content and provided structured feedback to help users communicate their ideas more clearly and effectively. Managed high-volume review workflows with strong attention to data accuracy and clarity while meeting tight, concurrent deadlines.

Conducted user research interviews and translated complex qualitative findings into structured insight decks, user flows, and presentation collateral to support strategic recommendations and proposals.

Led cross-functional content production workflows for multimedia campaigns supporting stakeholder engagement and public communications initiatives. Designed executive presentations, investor materials, and structured communication assets to support fundraising and organizational growth initiatives.

Postgraduate certificate in Marketing Management from Seneca College.

Postgraduate certificate in Interactive Media Management from Centennial College.

Bachelor's degree in Multimedia and Mass Communication with Honors from the University of Delhi.