Marysia Ż.

Key Skills

Freelancer Overview

Profile Overview I am a Master's student in Information Architecture at the University of Warsaw with a background in UX/UI design, user research, and content analysis. My experience includes working with qualitative and quantitative data, evaluating digital products, conducting usability testing, organizing information, and identifying patterns in large datasets. Through academic and professional projects, I have developed strong analytical thinking, attention to detail, and the ability to follow complex guidelines consistently. I am particularly interested in AI and emerging technologies. I have experience working with AI-powered tools, reviewing generated content, conducting research, and ensuring data quality. My background in information architecture and user-centered design allows me to understand context, language nuances, and user intent, making me well-suited for data annotation, content evaluation, and AI training projects. Data Labeling / AI Training Experience Although I have not worked in a dedicated data labeling role, I have experience performing tasks closely related to AI training and annotation. During my studies and UX research projects, I analyzed qualitative data, categorized user feedback, identified patterns and themes, and evaluated content according to predefined criteria. I have also worked extensively with AI tools such as ChatGPT and other LLM-based systems for content evaluation, prompt testing, information organization, and quality assessment. My academic background includes information architecture, data organization, usability research, and content classification, which required a high level of accuracy, consistency, and attention to detail. I am comfortable following detailed annotation guidelines and maintaining quality standards across large volumes of data.